{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(70, 101) (70, 1) (31, 101) (31, 1)\n"
     ]
    }
   ],
   "source": [
    "# import package\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "data = np.genfromtxt('example.dat',delimiter=',')\n",
    "# 选择特征与标签\n",
    "x = data[:,0:100]\n",
    "y = data[:,100].reshape(-1,1)\n",
    "# 加一列\n",
    "X = np.column_stack((np.ones((x.shape[0],1)), x))\n",
    "\n",
    "# 划分训练集与测试集\n",
    "x_train, y_train = X[:70], y[:70]\n",
    "x_test, y_test = X[70:], y[70:]\n",
    "print(x_train.shape, y_train.shape, x_test.shape, y_test.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [],
   "source": [
    "# 定义初始化参数\n",
    "def initialize(dims):\n",
    "    w = np.zeros((dims, 1))\n",
    "    b = 0\n",
    "    return w, b\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "array([[0],\n       [0],\n       [0]])"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 定义符号函数\n",
    "def sign(x):\n",
    "    if x > 0:\n",
    "        return 1\n",
    "    elif x < 0:\n",
    "        return -1\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "# 利用numpy对符号函数进行向量化\n",
    "vec_sign = np.vectorize(sign)\n",
    "vec_sign(np.zeros((3,1)))\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [],
   "source": [
    "# 定义MSE损失函数的基础上定义lasso损失\n",
    "def l1_loss(X, y, w,b,alpha):\n",
    "    num_train = X.shape[0]\n",
    "    num_feature = X.shape[1]\n",
    "    y_hat = np.dot(X, w) + b\n",
    "    # 前面是MSE损失函数，后面是L1正则\n",
    "    loss = np.sum((y_hat-y)**2)/num_train + np.sum(alpha*abs(w))\n",
    "\n",
    "    dw = np.dot(X.T, (y_hat-y))/num_train\n",
    "    db = np.sum((y_hat-y)) / num_train\n",
    "    return y_hat, loss, dw, db\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [],
   "source": [
    "# 定义训练过程\n",
    "def lasso_train(X, y, learning_rate=0.01, epochs=300):\n",
    "    loss_list = []\n",
    "    w, b = initialize(X.shape[1])\n",
    "    for i in range(1, epochs):\n",
    "        y_hat, loss, dw, db = l1_loss(X, y, w, b, 0.1)\n",
    "        print(y_hat, loss)\n",
    "        w += -learning_rate * dw\n",
    "        b += -learning_rate * db\n",
    "        loss_list.append(loss)\n",
    "\n",
    "        if i % 50 == 0:\n",
    "            print('epoch %d loss %f' %(i, loss))\n",
    "        params = {\n",
    "            'w' : w,\n",
    "            'b' : b\n",
    "        }\n",
    "        grads= {\n",
    "            'dw' : dw,\n",
    "            'db' : db\n",
    "        }\n",
    "    return loss, loss_list, params, grads\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      " [ 0.18370873]\n",
      " [ 0.29973295]\n",
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      " [ 1.37233981]\n",
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      " [ 0.33275054]\n",
      " [-0.27273692]\n",
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      " [ 0.39412406]\n",
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      " [ 0.07481854]\n",
      " [ 1.17118456]\n",
      " [-0.82655102]] 7.172211408520744\n",
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      " [ 0.30908378]\n",
      " [ 0.59744538]\n",
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      " [ 0.20935144]\n",
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      " [-0.93197877]] 6.899678633866955\n",
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      " [-1.23150156]] 6.178304427875813\n",
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      " [ 0.38254725]\n",
      " [ 0.58266535]\n",
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      " [ 0.07575672]\n",
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      " [ 0.97169887]\n",
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      " [ 0.72147669]\n",
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      " [ 1.04927104]\n",
      " [ 0.68801454]\n",
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      " [ 1.05001596]\n",
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      " [ 0.15926915]\n",
      " [ 2.18632382]\n",
      " [-1.59503529]] 5.403750798937386\n",
      "[[-0.32878839]\n",
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      " [ 1.30030318]\n",
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      " [ 1.2691531 ]\n",
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      " [ 1.0753238 ]\n",
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      " [ 0.61792368]\n",
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      " [ 2.7114744 ]\n",
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      " [ 1.02173263]\n",
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      " [ 0.7546774 ]\n",
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      " [ 1.1017033 ]\n",
      " [ 0.72268895]\n",
      " [ 0.5972433 ]\n",
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      " [ 1.09892923]\n",
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      " [ 0.16965266]\n",
      " [ 2.2931577 ]\n",
      " [-1.68006006]] 5.237901041771833\n",
      "[[-0.33941137]\n",
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      " [ 1.0702477 ]\n",
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      " [ 1.15238914]\n",
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      " [ 1.14579721]\n",
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      " [ 0.17998656]\n",
      " [ 2.39603648]\n",
      " [-1.76289051]] 5.081730617514776\n",
      "[[-0.34918365]\n",
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      " [ 0.5983191 ]\n",
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      " [ 1.3740637 ]\n",
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      " [ 0.0822006 ]\n",
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      " [ 0.19026786]\n",
      " [ 2.49509714]\n",
      " [-1.84359663]] 4.934607544112607\n",
      "[[-0.35814651]\n",
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      " [ 0.4757099 ]\n",
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      " [ 0.81992731]\n",
      " [ 0.6761629 ]\n",
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      " [-1.92224594]] 4.795943431780675\n",
      "[[-0.36633924]\n",
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      " [ 0.4130775 ]\n",
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      " [ 1.3239468 ]\n",
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      " [ 0.49827211]\n",
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      " [ 3.18791568]\n",
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      " [ 1.29460435]\n",
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      " [ 1.2749665 ]\n",
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      " [ 0.2106614 ]\n",
      " [ 2.68228908]\n",
      " [-1.99890359]] 4.665212813448462\n",
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      " [ 3.29750004]\n",
      " [ 1.5120337 ]\n",
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      " [ 0.2165572 ]\n",
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      " [ 0.7243994 ]\n",
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      " [ 1.3144733 ]\n",
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      " [ 2.77067191]\n",
      " [-2.07363243]] 4.542031924194144\n",
      "[[-0.38056212]\n",
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      " [ 1.3082725 ]\n",
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      " [ 0.7962812 ]\n",
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      " [ 1.38180625]\n",
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      " [ 1.3523282 ]\n",
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      " [ 2.85573995]\n",
      " [-2.14649313]] 4.4258348557533855\n",
      "[[-0.3866618 ]\n",
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      " [ 1.33209394]\n",
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      " [ 1.42329089]\n",
      " [ 0.93504438]\n",
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      " [ 1.38860041]\n",
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      " [ 0.24079011]\n",
      " [ 2.93760864]\n",
      " [-2.21754423]] 4.316131611690788\n",
      "[[-0.39213055]\n",
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      " [ 0.57141465]\n",
      " [-0.21566636]\n",
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      " [ 1.38594759]\n",
      " [-1.63314988]\n",
      " [-1.29599354]\n",
      " [ 0.23846212]\n",
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      " [ 1.75808258]\n",
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      " [ 1.63779678]\n",
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      " [ 0.70694869]\n",
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      " [ 0.91518419]\n",
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      " [-0.1804469 ]\n",
      " [-0.96145571]\n",
      " [ 0.585487  ]\n",
      " [ 0.83669088]\n",
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      " [ 3.60557046]\n",
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      " [ 0.83972012]\n",
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      " [ 0.0881089 ]\n",
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      " [ 1.37127098]\n",
      " [ 0.23152376]\n",
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      " [ 0.97251546]\n",
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      " [ 1.46343353]\n",
      " [ 0.96144324]\n",
      " [ 0.79082424]\n",
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      " [ 0.90680636]\n",
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      " [ 1.42335628]\n",
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      " [ 0.25070046]\n",
      " [ 3.01638953]\n",
      " [-2.28684221]] 4.212508550169085\n",
      "[[-0.39699911]\n",
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      " [ 2.29752165]\n",
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      " [ 0.2438062 ]\n",
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      " [ 1.80831466]\n",
      " [ 1.70397505]\n",
      " [ 0.68310035]\n",
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      " [ 0.71443916]\n",
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      " [-0.16618979]\n",
      " [ 1.6751811 ]\n",
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      " [ 0.72827709]\n",
      " [ 0.38113005]\n",
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      " [ 1.43420919]\n",
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      " [ 0.95117829]\n",
      " [ 1.57695082]\n",
      " [ 0.17133407]\n",
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      " [-0.98669047]\n",
      " [ 0.60651939]\n",
      " [ 0.86125224]\n",
      " [-1.08687757]\n",
      " [ 3.70178138]\n",
      " [ 1.68817003]\n",
      " [ 0.86018847]\n",
      " [-0.67118422]\n",
      " [ 0.08827518]\n",
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      " [ 1.40928134]\n",
      " [ 0.23585427]\n",
      " [-2.06911408]\n",
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      " [ 0.99454986]\n",
      " [-2.32951519]\n",
      " [ 1.50228333]\n",
      " [ 0.98694976]\n",
      " [ 0.81150067]\n",
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      " [ 0.92385077]\n",
      " [-2.47861676]\n",
      " [ 1.4566594 ]\n",
      " [-0.56872789]\n",
      " [ 0.26054097]\n",
      " [ 3.09219038]\n",
      " [-2.35444161]] 4.114580078934604\n",
      "[[-0.40129675]\n",
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      " [ 2.34981667]\n",
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      " [ 1.45863244]\n",
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      " [ 0.24886027]\n",
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      " [ 1.85714108]\n",
      " [ 1.75616368]\n",
      " [ 0.69579065]\n",
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      " [ 0.72733782]\n",
      " [ 0.37639103]\n",
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      " [ 1.71088652]\n",
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      " [ 0.7490799 ]\n",
      " [ 0.39845015]\n",
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      " [ 0.9868832 ]\n",
      " [ 1.62449567]\n",
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      " [ 0.2795709 ]\n",
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      " [-1.01101254]\n",
      " [ 0.62723987]\n",
      " [ 0.88514209]\n",
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      " [ 3.79494817]\n",
      " [ 1.72809611]\n",
      " [ 0.87986711]\n",
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      " [ 0.08822648]\n",
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      " [ 1.44616282]\n",
      " [ 0.23987415]\n",
      " [-2.11711263]\n",
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      " [ 1.01558404]\n",
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      " [ 1.53988755]\n",
      " [ 1.01159216]\n",
      " [ 0.83148966]\n",
      " [-1.63768814]\n",
      " [ 0.93984089]\n",
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      " [ 1.48857077]\n",
      " [-0.57968477]\n",
      " [ 0.27030966]\n",
      " [ 3.16511533]\n",
      " [-2.42039506]] 4.021986677824161\n",
      "[[-0.40505134]\n",
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      " [ 2.4000489 ]\n",
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      " [ 1.49320871]\n",
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      " [ 0.25363236]\n",
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      " [ 0.7394216 ]\n",
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      " [ 1.74498091]\n",
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      " [ 0.76936982]\n",
      " [ 0.41570739]\n",
      " [ 0.488849  ]\n",
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      " [ 1.02853228]\n",
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      " [ 1.02229191]\n",
      " [ 1.67107425]\n",
      " [ 0.18105393]\n",
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      " [ 0.64764752]\n",
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      " [-1.13540706]\n",
      " [ 3.88518134]\n",
      " [ 1.76648758]\n",
      " [ 0.89878757]\n",
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      " [ 0.08796957]\n",
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      " [ 1.48195199]\n",
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      " [ 1.03565936]\n",
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      " [ 1.57629161]\n",
      " [ 1.03539773]\n",
      " [ 0.85081672]\n",
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      " [ 0.95482661]\n",
      " [-2.6053005 ]\n",
      " [ 1.51914884]\n",
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      " [ 0.28000472]\n",
      " [ 3.23526503]\n",
      " [-2.48475336]] 3.934393064752544\n",
      "[[-0.40828941]\n",
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      " [ 2.44829878]\n",
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      " [ 1.5266607 ]\n",
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      " [ 0.25813036]\n",
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      " [ 1.95073896]\n",
      " [ 1.85745473]\n",
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      " [ 0.75072302]\n",
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      " [ 1.77752946]\n",
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      " [ 0.7891593 ]\n",
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      " [ 0.49754699]\n",
      " [ 1.5575577 ]\n",
      " [ 1.04982319]\n",
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      " [ 1.05739814]\n",
      " [ 1.71670801]\n",
      " [ 0.18565072]\n",
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      " [ 0.66774186]\n",
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      " [ 3.97258709]\n",
      " [ 1.80339567]\n",
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      " [ 1.51668425]\n",
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      " [ 1.6115392 ]\n",
      " [ 1.0583929 ]\n",
      " [ 0.8695064 ]\n",
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      " [ 1.54844967]\n",
      " [-0.5999323 ]\n",
      " [ 0.28962441]\n",
      " [ 3.30273668]\n",
      " [-2.54756555]] 3.8514864945231455\n",
      "[[-0.41103625]\n",
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      " [ 0.6774253 ]\n",
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      " [ 1.55902656]\n",
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      " [ 0.26236203]\n",
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      " [ 1.99558846]\n",
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      " [ 0.76127333]\n",
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      " [ 1.80859475]\n",
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      " [ 0.80846053]\n",
      " [ 0.44997782]\n",
      " [ 0.50576552]\n",
      " [ 1.59691434]\n",
      " [ 1.07028935]\n",
      " [ 1.70682466]\n",
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      " [-0.93121498]\n",
      " [ 1.09219622]\n",
      " [ 1.76141785]\n",
      " [ 0.19007258]\n",
      " [ 0.27993879]\n",
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      " [-1.07876052]\n",
      " [ 0.68752276]\n",
      " [ 0.95294007]\n",
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      " [ 4.05726756]\n",
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      " [ 0.08685769]\n",
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      " [ 1.55039381]\n",
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      " [ 1.07309079]\n",
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      " [ 1.64567231]\n",
      " [ 1.08060323]\n",
      " [ 0.88758229]\n",
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      " [ 0.98197333]\n",
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      " [ 1.57652701]\n",
      " [-0.60927617]\n",
      " [ 0.29916713]\n",
      " [ 3.36762423]\n",
      " [-2.60887899]] 3.7729751806120078\n",
      "[[-0.4133159 ]\n",
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      " [ 2.53915734]\n",
      " [-5.78986149]\n",
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      " [ 0.6981919 ]\n",
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      " [ 1.5903431 ]\n",
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      " [ 2.03918847]\n",
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      " [ 1.8382369 ]\n",
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      " [ 0.8272855 ]\n",
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      " [ 1.63542839]\n",
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      " [ 1.12668112]\n",
      " [ 1.80522425]\n",
      " [ 0.19432025]\n",
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      " [ 0.70699044]\n",
      " [ 0.97429994]\n",
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      " [ 4.13932089]\n",
      " [ 1.87295838]\n",
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      " [ 1.58311377]\n",
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      " [ 1.09052173]\n",
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      " [ 1.67873132]\n",
      " [ 1.10205346]\n",
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      " [ 0.9942233 ]\n",
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      " [ 1.60343236]\n",
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      " [ 0.30863139]\n",
      " [ 3.43001844]\n",
      " [-2.66873939]] 3.69858683082091\n",
      "[[-0.4151513 ]\n",
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      " [ 2.08157521]\n",
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      " [ 1.86651361]\n",
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      " [ 1.16084838]\n",
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      " [ 4.21884147]\n",
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      " [ 1.10714361]\n",
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      " [ 1.71075505]\n",
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      " [ 1.62921512]\n",
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      " [ 3.49000702]\n",
      " [-2.72719091]] 3.6280672883831837\n",
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      " [ 1.89348031]\n",
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      " [ 0.8635532 ]\n",
      " [ 0.50059214]\n",
      " [ 0.5277046 ]\n",
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      " [ 1.19469411]\n",
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      " [-1.13919437]\n",
      " [ 0.7449887 ]\n",
      " [ 1.01524947]\n",
      " [-1.24141143]\n",
      " [ 4.29592005]\n",
      " [ 1.93716179]\n",
      " [ 0.98303382]\n",
      " [-0.75562603]\n",
      " [ 0.08379074]\n",
      " [-2.12683655]\n",
      " [ 1.64571189]\n",
      " [ 0.25804214]\n",
      " [-2.36963278]\n",
      " [-0.20655935]\n",
      " [ 1.12299023]\n",
      " [-2.75880016]\n",
      " [ 1.74178085]\n",
      " [ 1.14276865]\n",
      " [ 0.93834974]\n",
      " [-1.91251231]\n",
      " [ 1.0162841 ]\n",
      " [-2.89027874]\n",
      " [ 1.65392266]\n",
      " [-0.63448345]\n",
      " [ 0.32731911]\n",
      " [ 3.54767467]\n",
      " [-2.78427616]] 3.561179925746556\n",
      "[[-0.41757558]\n",
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      " [ 2.66241139]\n",
      " [-6.10815341]\n",
      " [ 0.19460975]\n",
      " [ 0.75965093]\n",
      " [-0.11353997]\n",
      " [-0.11415003]\n",
      " [ 1.67834591]\n",
      " [-1.961339  ]\n",
      " [-1.56121568]\n",
      " [ 0.27677509]\n",
      " [-2.62055309]\n",
      " [ 2.16284849]\n",
      " [ 2.09361938]\n",
      " [ 0.76465895]\n",
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      " [ 0.79654828]\n",
      " [ 0.43791857]\n",
      " [-0.4588456 ]\n",
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      " [ 1.91919024]\n",
      " [-0.97646231]\n",
      " [ 0.88101865]\n",
      " [ 0.51721074]\n",
      " [ 0.53416331]\n",
      " [ 1.74612427]\n",
      " [ 1.14447376]\n",
      " [ 1.86800188]\n",
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      " [-0.78834927]\n",
      " [-0.99263539]\n",
      " [ 1.22821489]\n",
      " [ 1.93142015]\n",
      " [ 0.20602904]\n",
      " [ 0.27588947]\n",
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      " [-1.15782167]\n",
      " [ 0.76352129]\n",
      " [ 1.03486781]\n",
      " [-1.26026874]\n",
      " [ 4.3706439 ]\n",
      " [ 1.96736509]\n",
      " [ 0.99799887]\n",
      " [-0.7656197 ]\n",
      " [ 0.08242003]\n",
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      " [ 1.67565094]\n",
      " [ 0.26016717]\n",
      " [-2.40640699]\n",
      " [-0.19720123]\n",
      " [ 1.1380941 ]\n",
      " [-2.8143707 ]\n",
      " [ 1.77184461]\n",
      " [ 1.1620792 ]\n",
      " [ 0.95418875]\n",
      " [-1.95557954]\n",
      " [ 1.02617244]\n",
      " [-2.94229895]\n",
      " [ 1.67760037]\n",
      " [-0.64202018]\n",
      " [ 0.33654012]\n",
      " [ 3.60310325]\n",
      " [-2.84003632]] 3.49774008160756\n",
      "[[-0.41820505]\n",
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      " [ 2.70028611]\n",
      " [-6.20737813]\n",
      " [ 0.19311614]\n",
      " [ 0.77986168]\n",
      " [-0.09935854]\n",
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      " [ 1.70580831]\n",
      " [-1.99149966]\n",
      " [-1.58596272]\n",
      " [ 0.27978612]\n",
      " [-2.65986048]\n",
      " [ 2.20180227]\n",
      " [ 2.1380837 ]\n",
      " [ 0.77196767]\n",
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      " [ 0.80377204]\n",
      " [ 0.44581327]\n",
      " [-0.4615202 ]\n",
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      " [ 1.94369449]\n",
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      " [ 0.89805324]\n",
      " [ 0.53368798]\n",
      " [ 0.54021941]\n",
      " [ 1.78147406]\n",
      " [ 1.16123306]\n",
      " [ 1.90620049]\n",
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      " [-0.8119343 ]\n",
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      " [ 1.26140782]\n",
      " [ 1.97180792]\n",
      " [ 0.20959193]\n",
      " [ 0.27421421]\n",
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      " [-1.17572685]\n",
      " [ 0.78174464]\n",
      " [ 1.05393385]\n",
      " [-1.27841978]\n",
      " [ 4.44309692]\n",
      " [ 1.99635929]\n",
      " [ 1.01239318]\n",
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      " [ 0.08088503]\n",
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      " [ 1.70472225]\n",
      " [ 0.26205789]\n",
      " [-2.44181947]\n",
      " [-0.18737994]\n",
      " [ 1.15248642]\n",
      " [-2.86861591]\n",
      " [ 1.80098085]\n",
      " [ 1.18072092]\n",
      " [ 0.96951901]\n",
      " [-1.99791629]\n",
      " [ 1.03534817]\n",
      " [-2.99278589]\n",
      " [ 1.70029178]\n",
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      " [ 0.34567777]\n",
      " [ 3.65637185]\n",
      " [-2.89451115]] 3.4375044687140988\n",
      "[[-0.41847153]\n",
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      " [ 2.73665898]\n",
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      " [ 1.73238713]\n",
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      " [ 0.28257422]\n",
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      " [ 2.23967731]\n",
      " [ 2.18166935]\n",
      " [ 0.77871738]\n",
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      " [ 0.81040886]\n",
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      " [-0.92514867]\n",
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      " [ 1.96704217]\n",
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      " [ 0.91466774]\n",
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      " [ 0.54588698]\n",
      " [ 1.81608121]\n",
      " [ 1.1773277 ]\n",
      " [ 1.94360089]\n",
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      " [ 1.29427043]\n",
      " [ 2.0113876 ]\n",
      " [ 0.21298762]\n",
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      " [ 0.79966041]\n",
      " [ 1.07246124]\n",
      " [-1.29589405]\n",
      " [ 4.5133598 ]\n",
      " [ 2.02418505]\n",
      " [ 1.02623933]\n",
      " [-0.78428521]\n",
      " [ 0.07919151]\n",
      " [-2.23682037]\n",
      " [ 1.73295382]\n",
      " [ 0.26372256]\n",
      " [-2.47592354]\n",
      " [-0.17712426]\n",
      " [ 1.16619716]\n",
      " [-2.92157086]\n",
      " [ 1.8292228 ]\n",
      " [ 1.19871481]\n",
      " [ 0.98435917]\n",
      " [-2.03954046]\n",
      " [ 1.04384582]\n",
      " [-3.0417896 ]\n",
      " [ 1.72203863]\n",
      " [-0.65592101]\n",
      " [ 0.35473107]\n",
      " [ 3.70755685]\n",
      " [-2.94773905]] 3.380279658321504\n",
      "[[-0.41839297]\n",
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      " [ 2.77158825]\n",
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      " [ 0.18962988]\n",
      " [ 0.81987718]\n",
      " [-0.06973497]\n",
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      " [ 1.75811215]\n",
      " [-2.04853527]\n",
      " [-1.63302169]\n",
      " [ 0.28514612]\n",
      " [-2.73421019]\n",
      " [ 2.27650482]\n",
      " [ 2.22439473]\n",
      " [ 0.78493034]\n",
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      " [ 0.81648257]\n",
      " [ 0.46100863]\n",
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      " [-0.9399337 ]\n",
      " [-0.16774393]\n",
      " [ 1.9892804 ]\n",
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      " [ 0.93087267]\n",
      " [ 0.56618781]\n",
      " [ 0.55117974]\n",
      " [ 1.84996391]\n",
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      " [ 1.98022225]\n",
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      " [ 1.32680069]\n",
      " [ 2.05017698]\n",
      " [ 0.21621806]\n",
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      " [ 0.81727048]\n",
      " [ 1.09046335]\n",
      " [-1.3127198 ]\n",
      " [ 4.58151015]\n",
      " [ 2.05088168]\n",
      " [ 1.03955895]\n",
      " [-0.79299717]\n",
      " [ 0.07734509]\n",
      " [-2.27138157]\n",
      " [ 1.76037272]\n",
      " [ 0.26516921]\n",
      " [-2.50877038]\n",
      " [-0.16646178]\n",
      " [ 1.17925509]\n",
      " [-2.97326958]\n",
      " [ 1.85660237]\n",
      " [ 1.21608124]\n",
      " [ 0.99872716]\n",
      " [-2.08046934]\n",
      " [ 1.05169835]\n",
      " [-3.08935844]\n",
      " [ 1.74288092]\n",
      " [-0.66232383]\n",
      " [ 0.36369916]\n",
      " [ 3.75673205]\n",
      " [-2.99975712]] 3.3258848938022703\n",
      "[[-0.41798649]\n",
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      " [ 2.80512986]\n",
      " [-6.48601204]\n",
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      " [ 0.83968414]\n",
      " [-0.05435498]\n",
      " [-0.09876959]\n",
      " [ 1.78301213]\n",
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      " [ 0.28750838]\n",
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      " [ 2.31231507]\n",
      " [ 2.26627792]\n",
      " [ 0.79062798]\n",
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      " [ 0.8220161 ]\n",
      " [ 0.46832327]\n",
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      " [ 2.01045445]\n",
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      " [ 0.94667833]\n",
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      " [ 1.35899697]\n",
      " [ 2.08819341]\n",
      " [ 0.21928532]\n",
      " [ 0.26790043]\n",
      " [-2.02393991]\n",
      " [-1.34347523]\n",
      " [-0.14898787]\n",
      " [-0.24426562]\n",
      " [-1.22531732]\n",
      " [ 0.83457693]\n",
      " [ 1.10795327]\n",
      " [-1.32892415]\n",
      " [ 4.64762262]\n",
      " [ 2.07648724]\n",
      " [ 1.05237283]\n",
      " [-0.80132044]\n",
      " [ 0.07535126]\n",
      " [-2.30495351]\n",
      " [ 1.78700511]\n",
      " [ 0.26640561]\n",
      " [-2.54040913]\n",
      " [-0.15541885]\n",
      " [ 1.19168787]\n",
      " [-3.02374511]\n",
      " [ 1.8831503 ]\n",
      " [ 1.23283989]\n",
      " [ 1.01264023]\n",
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      " [ 1.05893725]\n",
      " [-3.13553913]\n",
      " [ 1.76285701]\n",
      " [-0.66838595]\n",
      " [ 0.37258123]\n",
      " [ 3.80396877]\n",
      " [-3.0506012 ]] 3.2741512200374983\n",
      "[[-0.41726839]\n",
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      " [ 1.80711486]\n",
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      " [ 2.34713743]\n",
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      " [ 2.03060779]\n",
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      " [ 0.96209481]\n",
      " [ 0.5980374 ]\n",
      " [ 0.56069363]\n",
      " [ 1.91562609]\n",
      " [ 1.22185455]\n",
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      " [-1.05771343]\n",
      " [ 1.390858  ]\n",
      " [ 2.12545386]\n",
      " [ 0.22219163]\n",
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      " [-0.24823085]\n",
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      " [ 0.85158206]\n",
      " [ 1.12494382]\n",
      " [-1.34453307]\n",
      " [ 4.71176899]\n",
      " [ 2.10103852]\n",
      " [ 1.06470089]\n",
      " [-0.80927275]\n",
      " [ 0.07321541]\n",
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      " [ 1.81287632]\n",
      " [ 0.26743927]\n",
      " [-2.57088698]\n",
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      " [ 1.20352202]\n",
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      " [ 1.90889613]\n",
      " [ 1.24900984]\n",
      " [ 1.02611498]\n",
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      " [ 1.06559257]\n",
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      " [ 1.78200368]\n",
      " [-0.67412462]\n",
      " [ 0.3813766 ]\n",
      " [ 3.84933585]\n",
      " [-3.10030592]] 3.224946068685293\n",
      "[[-0.41625419]\n",
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      " [ 0.29162965]\n",
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      " [ 2.38100042]\n",
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      " [ 0.83154993]\n",
      " [ 0.48241958]\n",
      " [-0.47022111]\n",
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      " [ 2.04978217]\n",
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      " [ 0.6137042 ]\n",
      " [ 0.56494024]\n",
      " [ 1.94743932]\n",
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      " [ 2.08559633]\n",
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      " [-0.92651137]\n",
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      " [ 1.42238289]\n",
      " [ 2.1619749 ]\n",
      " [ 0.2249393 ]\n",
      " [ 0.26278175]\n",
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      " [ 0.86828831]\n",
      " [ 1.14144756]\n",
      " [-1.35957147]\n",
      " [ 4.77401831]\n",
      " [ 2.12457114]\n",
      " [ 1.07656225]\n",
      " [-0.816871  ]\n",
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      " [ 1.8380108 ]\n",
      " [ 0.2682775 ]\n",
      " [-2.60024921]\n",
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      " [ 1.21478302]\n",
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      " [ 1.93386828]\n",
      " [ 1.26460955]\n",
      " [ 1.03916737]\n",
      " [-2.1992491 ]\n",
      " [ 1.07169302]\n",
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      " [ 1.80035617]\n",
      " [-0.67955631]\n",
      " [ 0.39008464]\n",
      " [ 3.89289985]\n",
      " [-3.14890473]] 3.1782076081638744\n",
      "[[-4.14958684e-01]\n",
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      " [ 2.89795569e+00]\n",
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      " [ 1.80999126e-01]\n",
      " [ 8.98313562e-01]\n",
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      " [-8.54208377e-02]\n",
      " [ 1.85303485e+00]\n",
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      " [ 2.93401112e-01]\n",
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      " [ 2.41393170e+00]\n",
      " [ 2.38705087e+00]\n",
      " [ 8.04831763e-01]\n",
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      " [ 8.35591841e-01]\n",
      " [ 4.89213795e-01]\n",
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      " [ 2.06801767e+00]\n",
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      " [ 9.91799406e-01]\n",
      " [ 6.29192617e-01]\n",
      " [ 5.68862980e-01]\n",
      " [ 1.97859565e+00]\n",
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      " [ 2.11928345e+00]\n",
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      " [ 1.45357105e+00]\n",
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      " [ 2.27530769e-01]\n",
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      " [ 8.84698304e-01]\n",
      " [ 1.15747677e+00]\n",
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      " [ 4.83443704e+00]\n",
      " [ 2.14711953e+00]\n",
      " [ 1.08797524e+00]\n",
      " [-8.24131293e-01]\n",
      " [ 6.85384767e-02]\n",
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      " [ 1.86243222e+00]\n",
      " [ 2.68927377e-01]\n",
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      " [-1.20253936e-01]\n",
      " [ 1.22549536e+00]\n",
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      " [ 1.95809409e+00]\n",
      " [ 1.27965689e+00]\n",
      " [ 1.05181275e+00]\n",
      " [-2.23755904e+00]\n",
      " [ 1.07726599e+00]\n",
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      " [ 1.81794830e+00]\n",
      " [-6.84696726e-01]\n",
      " [ 3.98704817e-01]\n",
      " [ 3.93472501e+00]\n",
      " [-3.19642996e+00]] 3.13368874775394\n",
      "[[-0.41339596]\n",
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      " [ 2.92646339]\n",
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      " [ 1.87490302]\n",
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      " [ 2.44595814]\n",
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      " [ 0.8086672 ]\n",
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      " [ 0.83917684]\n",
      " [ 0.4958467 ]\n",
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      " [ 2.0853528 ]\n",
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      " [ 0.64449851]\n",
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      " [ 1.26119747]\n",
      " [ 2.1522802 ]\n",
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      " [ 1.48442222]\n",
      " [ 2.23286317]\n",
      " [ 0.22996856]\n",
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      " [ 0.90081482]\n",
      " [ 1.17304348]\n",
      " [-1.38803125]\n",
      " [ 4.89308906]\n",
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      " [ 0.06600752]\n",
      " [-2.4300173 ]\n",
      " [ 1.88616344]\n",
      " [ 0.26939575]\n",
      " [-2.65579901]\n",
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      " [ 1.23568251]\n",
      " [-3.21404215]\n",
      " [ 1.98159988]\n",
      " [ 1.29416919]\n",
      " [ 1.06406589]\n",
      " [-2.27525227]\n",
      " [ 1.08233766]\n",
      " [-3.30726037]\n",
      " [ 1.83481247]\n",
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      " [ 0.40723668]\n",
      " [ 3.97487343]\n",
      " [-3.24291285]] 3.0912600136717288\n",
      "[[-0.41157946]\n",
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      " [ 1.8960758 ]\n",
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      " [ 0.29639577]\n",
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      " [ 2.47710577]\n",
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      " [ 0.81208326]\n",
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      " [-2.53115242]\n",
      " [ 0.8423238 ]\n",
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      " [ 2.10182453]\n",
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      " [ 0.57578379]\n",
      " [ 2.03899981]\n",
      " [ 1.27325324]\n",
      " [ 2.18460298]\n",
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      " [ 1.51493642]\n",
      " [ 2.26726165]\n",
      " [ 0.23225528]\n",
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      " [ 0.91664074]\n",
      " [ 1.18815945]\n",
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      " [ 4.95003587]\n",
      " [ 2.1893958 ]\n",
      " [ 1.10952578]\n",
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      " [ 1.90922658]\n",
      " [ 0.26968925]\n",
      " [-2.68206841]\n",
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      " [ 1.24536705]\n",
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      " [ 2.00441094]\n",
      " [ 1.3081632 ]\n",
      " [ 1.07594099]\n",
      " [-2.31234304]\n",
      " [ 1.086933  ]\n",
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      " [ 1.85097973]\n",
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      " [ 0.41567985]\n",
      " [ 4.01340506]\n",
      " [-3.28838358]] 3.0508002326173753\n",
      "[[-0.40952195]\n",
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      " [ 2.98010506]\n",
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      " [ 2.50739989]\n",
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      " [ 2.11746836]\n",
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      " [ 2.06827761]\n",
      " [ 1.28481079]\n",
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      " [ 1.54511393]\n",
      " [ 2.30098329]\n",
      " [ 0.2343936 ]\n",
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      " [ 1.93164302]\n",
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      " [ 1.25457061]\n",
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      " [ 2.02655162]\n",
      " [ 1.32165516]\n",
      " [ 1.08745171]\n",
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      " [ 1.09107586]\n",
      " [-3.38589547]\n",
      " [ 1.86647988]\n",
      " [-0.69851694]\n",
      " [ 0.42403402]\n",
      " [ 4.05037783]\n",
      " [-3.33287136]] 3.012195970458139\n",
      "[[-0.40723565]\n",
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      " [ 3.0053253 ]\n",
      " [-7.03788146]\n",
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      " [ 0.06137756]\n",
      " [-0.06572249]\n",
      " [ 1.93642767]\n",
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      " [ 0.29869794]\n",
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      " [ 2.53686502]\n",
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      " [ 2.13231838]\n",
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      " [ 1.04695737]\n",
      " [ 0.68928696]\n",
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      " [ 2.0969585 ]\n",
      " [ 1.29588778]\n",
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      " [ 1.57495531]\n",
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      " [ 0.94743308]\n",
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      " [ 5.05904825]\n",
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      " [ 0.0577028 ]\n",
      " [-2.51498897]\n",
      " [ 1.95343341]\n",
      " [ 0.26977722]\n",
      " [-2.73178865]\n",
      " [-0.06944911]\n",
      " [ 1.26331398]\n",
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      " [ 2.04804536]\n",
      " [ 1.33466079]\n",
      " [ 1.09861122]\n",
      " [-2.38477202]\n",
      " [ 1.094789  ]\n",
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      " [ 1.88134146]\n",
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      " [ 0.43229896]\n",
      " [ 4.08584767]\n",
      " [-3.37640437]] 2.975341010275499\n",
      "[[-0.40473216]\n",
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      " [ 3.02953318]\n",
      " [-7.10680386]\n",
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      " [ 0.9934416 ]\n",
      " [ 0.07878051]\n",
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      " [ 2.57309818]\n",
      " [ 0.81998322]\n",
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      " [-2.6048822 ]\n",
      " [ 0.8493145 ]\n",
      " [ 0.52087653]\n",
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      " [ 2.14640734]\n",
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      " [ 1.60446132]\n",
      " [ 2.36645467]\n",
      " [ 0.23823601]\n",
      " [ 0.2442728 ]\n",
      " [-2.2188106 ]\n",
      " [-1.53176974]\n",
      " [-0.13955119]\n",
      " [-0.27263105]\n",
      " [-1.33065618]\n",
      " [ 0.96240585]\n",
      " [ 1.23091675]\n",
      " [-1.43909134]\n",
      " [ 5.11122552]\n",
      " [ 2.24622675]\n",
      " [ 1.13890611]\n",
      " [-0.85587504]\n",
      " [ 0.05471274]\n",
      " [-2.54178174]\n",
      " [ 1.97461773]\n",
      " [ 0.26958397]\n",
      " [-2.75531193]\n",
      " [-0.0561824 ]\n",
      " [ 1.27161713]\n",
      " [-3.38716907]\n",
      " [ 2.0689147 ]\n",
      " [ 1.34719532]\n",
      " [ 1.10943215]\n",
      " [-2.4201366 ]\n",
      " [ 1.09809417]\n",
      " [-3.46011938]\n",
      " [ 1.89559184]\n",
      " [-0.70653127]\n",
      " [ 0.4404745 ]\n",
      " [ 4.11986862]\n",
      " [-3.4190099 ]] 2.9401358669370916\n",
      "[[-0.40202256]\n",
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      " [ 3.05276774]\n",
      " [-7.1734891 ]\n",
      " [ 0.1651148 ]\n",
      " [ 1.01208573]\n",
      " [ 0.09633865]\n",
      " [-0.05521644]\n",
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      " [ 2.15976668]\n",
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      " [ 0.58623605]\n",
      " [ 2.15258489]\n",
      " [ 1.3166676 ]\n",
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      " [ 1.63363296]\n",
      " [ 2.39823289]\n",
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      " [ 0.97710078]\n",
      " [ 1.24434232]\n",
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      " [ 5.16192116]\n",
      " [ 2.26353251]\n",
      " [ 1.14797441]\n",
      " [-0.86140514]\n",
      " [ 0.0516192 ]\n",
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      " [ 1.99521529]\n",
      " [ 0.26924043]\n",
      " [-2.77798986]\n",
      " [-0.04272573]\n",
      " [ 1.2794992 ]\n",
      " [-3.42797087]\n",
      " [ 2.08918133]\n",
      " [ 1.35927349]\n",
      " [ 1.11992667]\n",
      " [-2.45495148]\n",
      " [ 1.10101209]\n",
      " [-3.49566514]\n",
      " [ 1.90925726]\n",
      " [-0.71021599]\n",
      " [ 0.44856052]\n",
      " [ 4.15249285]\n",
      " [-3.46071431]] 2.9064873355640226\n",
      "[[-0.39911739]\n",
      " [-2.50653489]\n",
      " [ 3.07506648]\n",
      " [-7.23801096]\n",
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      " [ 1.03060427]\n",
      " [ 0.1140338 ]\n",
      " [-0.04982655]\n",
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      " [-1.8427435 ]\n",
      " [ 0.30094926]\n",
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      " [ 2.62052115]\n",
      " [ 2.64255817]\n",
      " [ 0.8234504 ]\n",
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      " [ 0.85209951]\n",
      " [ 0.53256272]\n",
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      " [ 2.1724266 ]\n",
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      " [-2.61384484]\n",
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      " [-1.15032349]\n",
      " [ 1.66247144]\n",
      " [ 2.42939126]\n",
      " [ 0.24151826]\n",
      " [ 0.23735462]\n",
      " [-2.26034211]\n",
      " [-1.5747711 ]\n",
      " [-0.13645435]\n",
      " [-0.27859504]\n",
      " [-1.35162594]\n",
      " [ 0.99152126]\n",
      " [ 1.25737218]\n",
      " [-1.46200806]\n",
      " [ 5.21118589]\n",
      " [ 2.28006558]\n",
      " [ 1.15670351]\n",
      " [-0.86669045]\n",
      " [ 0.04842646]\n",
      " [-2.59322394]\n",
      " [ 2.01524477]\n",
      " [ 0.26875227]\n",
      " [-2.79985515]\n",
      " [-0.02909579]\n",
      " [ 1.28697857]\n",
      " [-3.46783095]\n",
      " [ 2.10886613]\n",
      " [ 1.3709096 ]\n",
      " [ 1.1301065 ]\n",
      " [-2.48922887]\n",
      " [ 1.10356258]\n",
      " [-3.53021136]\n",
      " [ 1.92236287]\n",
      " [-0.71370097]\n",
      " [ 0.456557  ]\n",
      " [ 4.18377079]\n",
      " [-3.5015431 ]] 2.874378455995585\n",
      "[[-0.39602672]\n",
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      " [ 3.09646544]\n",
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      " [ 0.13184875]\n",
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      " [ 0.82468835]\n",
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      " [ 2.1844161 ]\n",
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      " [ 0.58993252]\n",
      " [ 2.20598582]\n",
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      " [ 1.69097813]\n",
      " [ 2.4599432 ]\n",
      " [ 0.2429565 ]\n",
      " [ 0.23379822]\n",
      " [-2.28016207]\n",
      " [-1.59570589]\n",
      " [-0.13481763]\n",
      " [-0.28142118]\n",
      " [-1.36139235]\n",
      " [ 1.00567077]\n",
      " [ 1.2700166 ]\n",
      " [-1.47287599]\n",
      " [ 5.25906854]\n",
      " [ 2.29585235]\n",
      " [ 1.16510659]\n",
      " [-0.87174186]\n",
      " [ 0.0451387 ]\n",
      " [-2.61792115]\n",
      " [ 2.03472419]\n",
      " [ 0.26812501]\n",
      " [-2.82093921]\n",
      " [-0.0153085 ]\n",
      " [ 1.29407289]\n",
      " [-3.50677318]\n",
      " [ 2.1279892 ]\n",
      " [ 1.38211748]\n",
      " [ 1.13998289]\n",
      " [-2.5229806 ]\n",
      " [ 1.10576454]\n",
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      " [ 1.93493279]\n",
      " [-0.71699698]\n",
      " [ 0.46446395]\n",
      " [ 4.21375109]\n",
      " [-3.5415209 ]] 2.8436999673568053\n",
      "[[-3.92760134e-01]\n",
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      " [ 1.56323868e-01]\n",
      " [ 1.06726703e+00]\n",
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      " [-3.88083354e-02]\n",
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      " [ 3.01709752e-01]\n",
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      " [ 2.67256508e+00]\n",
      " [ 2.70936691e+00]\n",
      " [ 8.25614259e-01]\n",
      " [-1.83272950e+00]\n",
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      " [ 8.53527807e-01]\n",
      " [ 5.43747085e-01]\n",
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      " [-1.09588010e+00]\n",
      " [-1.65580987e-01]\n",
      " [ 2.19576301e+00]\n",
      " [-1.21632122e+00]\n",
      " [ 1.10865501e+00]\n",
      " [ 7.60028411e-01]\n",
      " [ 5.91431987e-01]\n",
      " [ 2.23188350e+00]\n",
      " [ 1.34463998e+00]\n",
      " [ 2.39328252e+00]\n",
      " [-2.66953002e+00]\n",
      " [-1.89986991e+00]\n",
      " [-1.13663613e+00]\n",
      " [-1.16762554e+00]\n",
      " [ 1.71915462e+00]\n",
      " [ 2.48990184e+00]\n",
      " [ 2.44263370e-01]\n",
      " [ 2.30187800e-01]\n",
      " [-2.29938002e+00]\n",
      " [-1.61627366e+00]\n",
      " [-1.33126441e-01]\n",
      " [-2.84146627e-01]\n",
      " [-1.37069899e+00]\n",
      " [ 1.01955286e+00]\n",
      " [ 1.28228562e+00]\n",
      " [-1.48337229e+00]\n",
      " [ 5.30561612e+00]\n",
      " [ 2.31091834e+00]\n",
      " [ 1.17319629e+00]\n",
      " [-8.76569772e-01]\n",
      " [ 4.17599886e-02]\n",
      " [-2.64196617e+00]\n",
      " [ 2.05367099e+00]\n",
      " [ 2.67363955e-01]\n",
      " [-2.84127219e+00]\n",
      " [-1.37903330e-03]\n",
      " [ 1.30079909e+00]\n",
      " [-3.54482074e+00]\n",
      " [ 2.14656987e+00]\n",
      " [ 1.39291054e+00]\n",
      " [ 1.14956671e+00]\n",
      " [-2.55621816e+00]\n",
      " [ 1.10763601e+00]\n",
      " [-3.59643222e+00]\n",
      " [ 1.94699013e+00]\n",
      " [-7.20114275e-01]\n",
      " [ 4.72281444e-01]\n",
      " [ 4.24248077e+00]\n",
      " [-3.58067157e+00]] 2.814332728780694\n",
      "epoch 50 loss 2.814333\n",
      "[[-0.38932676]\n",
      " [-2.55511756]\n",
      " [ 3.13670127]\n",
      " [-7.41929646]\n",
      " [ 0.1533114 ]\n",
      " [ 1.08541245]\n",
      " [ 0.1677736 ]\n",
      " [-0.03319318]\n",
      " [ 2.04306232]\n",
      " [-2.34619127]\n",
      " [-1.88808359]\n",
      " [ 0.30188278]\n",
      " [-3.12514597]\n",
      " [ 2.69753235]\n",
      " [ 2.74181323]\n",
      " [ 0.82624126]\n",
      " [-1.84764937]\n",
      " [-2.71266001]\n",
      " [ 0.85376876]\n",
      " [ 0.54916197]\n",
      " [-0.46911557]\n",
      " [-1.10545132]\n",
      " [-0.16571711]\n",
      " [ 2.20649408]\n",
      " [-1.22795817]\n",
      " [ 1.12010935]\n",
      " [ 0.77357769]\n",
      " [ 0.59271098]\n",
      " [ 2.25726224]\n",
      " [ 1.3531711 ]\n",
      " [ 2.42075537]\n",
      " [-2.69642313]\n",
      " [-1.92173144]\n",
      " [-1.1561456 ]\n",
      " [-1.17591292]\n",
      " [ 1.74700261]\n",
      " [ 2.51928   ]\n",
      " [ 0.2454418 ]\n",
      " [ 0.22653088]\n",
      " [-2.31801638]\n",
      " [-1.63648188]\n",
      " [-0.13138382]\n",
      " [-0.2867738 ]\n",
      " [-1.3795598 ]\n",
      " [ 1.03317112]\n",
      " [ 1.29418905]\n",
      " [-1.49351261]\n",
      " [ 5.35087388]\n",
      " [ 2.32528826]\n",
      " [ 1.18098477]\n",
      " [-0.8811841 ]\n",
      " [ 0.03829427]\n",
      " [-2.66538072]\n",
      " [ 2.07210205]\n",
      " [ 0.26647428]\n",
      " [-2.86088306]\n",
      " [ 0.01267813]\n",
      " [ 1.30717342]\n",
      " [-3.58199617]\n",
      " [ 2.16462675]\n",
      " [ 1.40330175]\n",
      " [ 1.15886836]\n",
      " [-2.58895268]\n",
      " [ 1.1091942 ]\n",
      " [-3.62816772]\n",
      " [ 1.95855704]\n",
      " [-0.72306262]\n",
      " [ 0.4800096 ]\n",
      " [ 4.27000522]\n",
      " [-3.61901816]] 2.786204623471651\n",
      "[[-0.38573532]\n",
      " [-2.56996348]\n",
      " [ 3.15560341]\n",
      " [-7.47585317]\n",
      " [ 0.15026702]\n",
      " [ 1.10343467]\n",
      " [ 0.18585337]\n",
      " [-0.02751562]\n",
      " [ 2.05893621]\n",
      " [-2.3618596 ]\n",
      " [-1.90226297]\n",
      " [ 0.301924  ]\n",
      " [-3.14607362]\n",
      " [ 2.7218232 ]\n",
      " [ 2.77363956]\n",
      " [ 0.82658202]\n",
      " [-1.8621834 ]\n",
      " [-2.73219612]\n",
      " [ 0.85371214]\n",
      " [ 0.55446414]\n",
      " [-0.46802909]\n",
      " [-1.11472264]\n",
      " [-0.16592006]\n",
      " [ 2.21663499]\n",
      " [-1.23925869]\n",
      " [ 1.13128639]\n",
      " [ 0.78692574]\n",
      " [ 0.59377817]\n",
      " [ 2.28213379]\n",
      " [ 1.36132904]\n",
      " [ 2.44768409]\n",
      " [-2.72270757]\n",
      " [-1.94315418]\n",
      " [-1.17537397]\n",
      " [-1.18397361]\n",
      " [ 1.77452399]\n",
      " [ 2.54809023]\n",
      " [ 0.24649472]\n",
      " [ 0.2228345 ]\n",
      " [-2.33609081]\n",
      " [-1.65633788]\n",
      " [-0.12959261]\n",
      " [-0.28930508]\n",
      " [-1.38798831]\n",
      " [ 1.0465292 ]\n",
      " [ 1.30573646]\n",
      " [-1.50331194]\n",
      " [ 5.39488535]\n",
      " [ 2.33898598]\n",
      " [ 1.18848367]\n",
      " [-0.88559426]\n",
      " [ 0.0347454 ]\n",
      " [-2.68818574]\n",
      " [ 2.09003364]\n",
      " [ 0.26546098]\n",
      " [-2.87979962]\n",
      " [ 0.02684921]\n",
      " [ 1.31321146]\n",
      " [-3.61832136]\n",
      " [ 2.18217776]\n",
      " [ 1.41330371]\n",
      " [ 1.16789791]\n",
      " [-2.62119499]\n",
      " [ 1.11045554]\n",
      " [-3.65902551]\n",
      " [ 1.96965476]\n",
      " [-0.72585133]\n",
      " [ 0.48764861]\n",
      " [ 4.2963683 ]\n",
      " [-3.65658296]] 2.7592479925128455\n",
      "[[-0.38199412]\n",
      " [-2.58417839]\n",
      " [ 3.17373645]\n",
      " [-7.53057914]\n",
      " [ 0.14719572]\n",
      " [ 1.12133427]\n",
      " [ 0.2039926 ]\n",
      " [-0.02178151]\n",
      " [ 2.07431529]\n",
      " [-2.37691197]\n",
      " [-1.91600327]\n",
      " [ 0.30183801]\n",
      " [-3.16624482]\n",
      " [ 2.74545691]\n",
      " [ 2.80485961]\n",
      " [ 0.82664872]\n",
      " [-1.87634695]\n",
      " [-2.75111669]\n",
      " [ 0.85337071]\n",
      " [ 0.55965751]\n",
      " [-0.46681847]\n",
      " [-1.12370233]\n",
      " [-0.16619299]\n",
      " [ 2.22621039]\n",
      " [-1.25023155]\n",
      " [ 1.14219341]\n",
      " [ 0.8000724 ]\n",
      " [ 0.59464196]\n",
      " [ 2.3065096 ]\n",
      " [ 1.36912707]\n",
      " [ 2.4740813 ]\n",
      " [-2.74840085]\n",
      " [-1.96414856]\n",
      " [-1.19432033]\n",
      " [-1.19181868]\n",
      " [ 1.80172078]\n",
      " [ 2.57634475]\n",
      " [ 0.2474251 ]\n",
      " [ 0.21910526]\n",
      " [-2.35362224]\n",
      " [-1.67584881]\n",
      " [-0.12775545]\n",
      " [-0.29174286]\n",
      " [-1.39599768]\n",
      " [ 1.05963077]\n",
      " [ 1.31693719]\n",
      " [-1.51278465]\n",
      " [ 5.43769249]\n",
      " [ 2.35203459]\n",
      " [ 1.19570418]\n",
      " [-0.88980927]\n",
      " [ 0.0311171 ]\n",
      " [-2.71040138]\n",
      " [ 2.10748151]\n",
      " [ 0.26432891]\n",
      " [-2.89804858]\n",
      " [ 0.04112105]\n",
      " [ 1.31892819]\n",
      " [-3.65381759]\n",
      " [ 2.19924016]\n",
      " [ 1.42292859]\n",
      " [ 1.17666501]\n",
      " [-2.65295557]\n",
      " [ 1.11143572]\n",
      " [-3.68903352]\n",
      " [ 1.98030365]\n",
      " [-0.72848926]\n",
      " [ 0.49519869]\n",
      " [ 4.32161234]\n",
      " [-3.69338757]] 2.733399341097237\n",
      "[[-0.37811106]\n",
      " [-2.59778669]\n",
      " [ 3.19112996]\n",
      " [-7.58353425]\n",
      " [ 0.1441022 ]\n",
      " [ 1.13911181]\n",
      " [ 0.22217817]\n",
      " [-0.01599645]\n",
      " [ 2.08921606]\n",
      " [-2.39136931]\n",
      " [-1.92932036]\n",
      " [ 0.3016293 ]\n",
      " [-3.18568747]\n",
      " [ 2.7684522 ]\n",
      " [ 2.83548676]\n",
      " [ 0.8264531 ]\n",
      " [-1.89015471]\n",
      " [-2.76944445]\n",
      " [ 0.85275677]\n",
      " [ 0.56474585]\n",
      " [-0.46549148]\n",
      " [-1.13239845]\n",
      " [-0.16653871]\n",
      " [ 2.23524396]\n",
      " [-1.26088531]\n",
      " [ 1.15283749]\n",
      " [ 0.81301778]\n",
      " [ 0.59531049]\n",
      " [ 2.3304008 ]\n",
      " [ 1.37657798]\n",
      " [ 2.49995933]\n",
      " [-2.77351986]\n",
      " [-1.98472478]\n",
      " [-1.21298409]\n",
      " [-1.19945871]\n",
      " [ 1.82859511]\n",
      " [ 2.60405553]\n",
      " [ 0.24823587]\n",
      " [ 0.21534932]\n",
      " [-2.37062891]\n",
      " [-1.6950217 ]\n",
      " [-0.1258748 ]\n",
      " [-0.29408948]\n",
      " [-1.40360073]\n",
      " [ 1.07247954]\n",
      " [ 1.32780038]\n",
      " [-1.5219445 ]\n",
      " [ 5.47933567]\n",
      " [ 2.36445643]\n",
      " [ 1.20265703]\n",
      " [-0.89383769]\n",
      " [ 0.02741303]\n",
      " [-2.73204705]\n",
      " [ 2.12446089]\n",
      " [ 0.26308276]\n",
      " [-2.91565559]\n",
      " [ 0.05548113]\n",
      " [ 1.32433796]\n",
      " [-3.68850552]\n",
      " [ 2.21583054]\n",
      " [ 1.4321882 ]\n",
      " [ 1.18517895]\n",
      " [-2.68424463]\n",
      " [ 1.11214969]\n",
      " [-3.71821876]\n",
      " [ 1.99052322]\n",
      " [-0.73098485]\n",
      " [ 0.50266012]\n",
      " [ 4.34577821]\n",
      " [-3.72945284]] 2.7085990649439022\n",
      "[[-0.37409371]\n",
      " [-2.61081179]\n",
      " [ 3.20781234]\n",
      " [-7.63477635]\n",
      " [ 0.14099085]\n",
      " [ 1.15676784]\n",
      " [ 0.24039765]\n",
      " [-0.01016577]\n",
      " [ 2.10365446]\n",
      " [-2.4052518 ]\n",
      " [-1.94222948]\n",
      " [ 0.30130223]\n",
      " [-3.20442841]\n",
      " [ 2.79082722]\n",
      " [ 2.86553415]\n",
      " [ 0.82600643]\n",
      " [-1.90362073]\n",
      " [-2.78720124]\n",
      " [ 0.85188211]\n",
      " [ 0.56973279]\n",
      " [-0.4640555 ]\n",
      " [-1.14081884]\n",
      " [-0.16695973]\n",
      " [ 2.24375843]\n",
      " [-1.27122835]\n",
      " [ 1.16322553]\n",
      " [ 0.8257622 ]\n",
      " [ 0.59579164]\n",
      " [ 2.35381822]\n",
      " [ 1.38369413]\n",
      " [ 2.52533015]\n",
      " [-2.79808096]\n",
      " [-2.0048928 ]\n",
      " [-1.23136489]\n",
      " [-1.20690372]\n",
      " [ 1.85514926]\n",
      " [ 2.63123425]\n",
      " [ 0.24892998]\n",
      " [ 0.21157245]\n",
      " [-2.38712838]\n",
      " [-1.71386339]\n",
      " [-0.12395299]\n",
      " [-0.29634731]\n",
      " [-1.41080989]\n",
      " [ 1.08507927]\n",
      " [ 1.33833495]\n",
      " [-1.5308047 ]\n",
      " [ 5.51985376]\n",
      " [ 2.3762731 ]\n",
      " [ 1.20935253]\n",
      " [-0.89768769]\n",
      " [ 0.02363671]\n",
      " [-2.75314146]\n",
      " [ 2.14098649]\n",
      " [ 0.26172708]\n",
      " [-2.93264527]\n",
      " [ 0.06991755]\n",
      " [ 1.32945453]\n",
      " [-3.72240524]\n",
      " [ 2.23196488]\n",
      " [ 1.441094  ]\n",
      " [ 1.1934487 ]\n",
      " [-2.71507206]\n",
      " [ 1.11261173]\n",
      " [-3.74660735]\n",
      " [ 2.00033218]\n",
      " [-0.73334614]\n",
      " [ 0.51003322]\n",
      " [ 4.3689054 ]\n",
      " [-3.76479898]] 2.6847911954687005\n",
      "[[-3.69949268e-01]\n",
      " [-2.62327623e+00]\n",
      " [ 3.22381090e+00]\n",
      " [-7.68436132e+00]\n",
      " [ 1.37865796e-01]\n",
      " [ 1.17430294e+00]\n",
      " [ 2.58639287e-01]\n",
      " [-4.29456957e-03]\n",
      " [ 2.11764593e+00]\n",
      " [-2.41857896e+00]\n",
      " [-1.95474537e+00]\n",
      " [ 3.00861074e-01]\n",
      " [-3.22249348e+00]\n",
      " [ 2.81259960e+00]\n",
      " [ 2.89501464e+00]\n",
      " [ 8.25319601e-01]\n",
      " [-1.91675847e+00]\n",
      " [-2.80440800e+00]\n",
      " [ 8.50758108e-01]\n",
      " [ 5.74621812e-01]\n",
      " [-4.62517542e-01]\n",
      " [-1.14897110e+00]\n",
      " [-1.67458271e-01]\n",
      " [ 2.25177565e+00]\n",
      " [-1.28126886e+00]\n",
      " [ 1.17336427e+00]\n",
      " [ 8.38306172e-01]\n",
      " [ 5.96093018e-01]\n",
      " [ 2.37677241e+00]\n",
      " [ 1.39048742e+00]\n",
      " [ 2.55020546e+00]\n",
      " [-2.82209997e+00]\n",
      " [-2.02466236e+00]\n",
      " [-1.24946265e+00]\n",
      " [-1.21416329e+00]\n",
      " [ 1.88138559e+00]\n",
      " [ 2.65789234e+00]\n",
      " [ 2.49510356e-01]\n",
      " [ 2.07780056e-01]\n",
      " [-2.40313760e+00]\n",
      " [-1.73238062e+00]\n",
      " [-1.21992157e-01]\n",
      " [-2.98518642e-01]\n",
      " [-1.41763727e+00]\n",
      " [ 1.09743370e+00]\n",
      " [ 1.34854958e+00]\n",
      " [-1.53937789e+00]\n",
      " [ 5.55928419e+00]\n",
      " [ 2.38750551e+00]\n",
      " [ 1.21580056e+00]\n",
      " [-9.01367057e-01]\n",
      " [ 1.97915841e-02]\n",
      " [-2.77370260e+00]\n",
      " [ 2.15707252e+00]\n",
      " [ 2.60266267e-01]\n",
      " [-2.94904128e+00]\n",
      " [ 8.44189620e-02]\n",
      " [ 1.33429111e+00]\n",
      " [-3.75553630e+00]\n",
      " [ 2.24765859e+00]\n",
      " [ 1.44965705e+00]\n",
      " [ 1.20148287e+00]\n",
      " [-2.74544748e+00]\n",
      " [ 1.11283547e+00]\n",
      " [-3.77422451e+00]\n",
      " [ 2.00974845e+00]\n",
      " [-7.35580756e-01]\n",
      " [ 5.17318331e-01]\n",
      " [ 4.39103202e+00]\n",
      " [-3.79944552e+00]] 2.661923162382317\n",
      "[[-3.65684592e-01]\n",
      " [-2.63520166e+00]\n",
      " [ 3.23915189e+00]\n",
      " [-7.73234317e+00]\n",
      " [ 1.34730893e-01]\n",
      " [ 1.19171763e+00]\n",
      " [ 2.76891982e-01]\n",
      " [ 1.61231259e-03]\n",
      " [ 2.13120535e+00]\n",
      " [-2.43136962e+00]\n",
      " [-1.96688220e+00]\n",
      " [ 3.00309962e-01]\n",
      " [-3.23990752e+00]\n",
      " [ 2.83378644e+00]\n",
      " [ 2.92394080e+00]\n",
      " [ 8.24403070e-01]\n",
      " [-1.92958081e+00]\n",
      " [-2.82108487e+00]\n",
      " [ 8.49395675e-01]\n",
      " [ 5.79416264e-01]\n",
      " [-4.60884290e-01]\n",
      " [-1.15686265e+00]\n",
      " [-1.68036293e-01]\n",
      " [ 2.25931657e+00]\n",
      " [-1.29101486e+00]\n",
      " [ 1.18326029e+00]\n",
      " [ 8.50650413e-01]\n",
      " [ 5.96222025e-01]\n",
      " [ 2.39927361e+00]\n",
      " [ 1.39696935e+00]\n",
      " [ 2.57459665e+00]\n",
      " [-2.84559217e+00]\n",
      " [-2.04404296e+00]\n",
      " [-1.26727752e+00]\n",
      " [-1.22124651e+00]\n",
      " [ 1.90730657e+00]\n",
      " [ 2.68404095e+00]\n",
      " [ 2.49979928e-01]\n",
      " [ 2.03977157e-01]\n",
      " [-2.41867285e+00]\n",
      " [-1.75057995e+00]\n",
      " [-1.19994309e-01]\n",
      " [-3.00605790e-01]\n",
      " [-1.42409465e+00]\n",
      " [ 1.10954662e+00]\n",
      " [ 1.35845279e+00]\n",
      " [-1.54767620e+00]\n",
      " [ 5.59766304e+00]\n",
      " [ 2.39817385e+00]\n",
      " [ 1.22201064e+00]\n",
      " [-9.04883216e-01]\n",
      " [ 1.58809838e-02]\n",
      " [-2.79374785e+00]\n",
      " [ 2.17273273e+00]\n",
      " [ 2.58704600e-01]\n",
      " [-2.96486633e+00]\n",
      " [ 9.89745725e-02]\n",
      " [ 1.33886039e+00]\n",
      " [-3.78791766e+00]\n",
      " [ 2.26292648e+00]\n",
      " [ 1.45788811e+00]\n",
      " [ 1.20928975e+00]\n",
      " [-2.77538023e+00]\n",
      " [ 1.11283390e+00]\n",
      " [-3.80109464e+00]\n",
      " [ 2.01878922e+00]\n",
      " [-7.37695985e-01]\n",
      " [ 5.24515867e-01]\n",
      " [ 4.41219489e+00]\n",
      " [-3.83341137e+00]] 2.639950270327719\n",
      "[[-3.61306234e-01]\n",
      " [-2.64660888e+00]\n",
      " [ 3.25386055e+00]\n",
      " [-7.77877406e+00]\n",
      " [ 1.31589752e-01]\n",
      " [ 1.20901248e+00]\n",
      " [ 2.95145252e-01]\n",
      " [ 7.55025561e-03]\n",
      " [ 2.14434713e+00]\n",
      " [-2.44364201e+00]\n",
      " [-1.97865365e+00]\n",
      " [ 2.99652934e-01]\n",
      " [-3.25669445e+00]\n",
      " [ 2.85440433e+00]\n",
      " [ 2.95232496e+00]\n",
      " [ 8.23266911e-01]\n",
      " [-1.94210009e+00]\n",
      " [-2.83725118e+00]\n",
      " [ 8.47805313e-01]\n",
      " [ 5.84119370e-01]\n",
      " [-4.59162086e-01]\n",
      " [-1.16450067e+00]\n",
      " [-1.68695495e-01]\n",
      " [ 2.26640132e+00]\n",
      " [-1.30047418e+00]\n",
      " [ 1.19292000e+00]\n",
      " [ 8.62795803e-01]\n",
      " [ 5.96185798e-01]\n",
      " [ 2.42133183e+00]\n",
      " [ 1.40315101e+00]\n",
      " [ 2.59851480e+00]\n",
      " [-2.86857235e+00]\n",
      " [-2.06304389e+00]\n",
      " [-1.28480984e+00]\n",
      " [-1.22816201e+00]\n",
      " [ 1.93291475e+00]\n",
      " [ 2.70969099e+00]\n",
      " [ 2.50341597e-01]\n",
      " [ 2.00168448e-01]\n",
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      " [-1.17961317e-01]\n",
      " [-3.02611020e-01]\n",
      " [-1.43019346e+00]\n",
      " [ 1.12142181e+00]\n",
      " [ 1.36805284e+00]\n",
      " [-1.55571124e+00]\n",
      " [ 5.63502501e+00]\n",
      " [ 2.40829766e+00]\n",
      " [ 1.22799187e+00]\n",
      " [-9.08243243e-01]\n",
      " [ 1.19081523e-02]\n",
      " [-2.81329390e+00]\n",
      " [ 2.18798039e+00]\n",
      " [ 2.57046211e-01]\n",
      " [-2.98014225e+00]\n",
      " [ 1.13574123e-01]\n",
      " [ 1.34317450e+00]\n",
      " [-3.81956780e+00]\n",
      " [ 2.27778282e+00]\n",
      " [ 1.46579758e+00]\n",
      " [ 1.21687733e+00]\n",
      " [-2.80487939e+00]\n",
      " [ 1.11261941e+00]\n",
      " [-3.82724132e+00]\n",
      " [ 2.02747095e+00]\n",
      " [-7.39698742e-01]\n",
      " [ 5.31626259e-01]\n",
      " [ 4.43242953e+00]\n",
      " [-3.86671485e+00]] 2.619015468702898\n",
      "[[-0.35682044]\n",
      " [-2.65751789]\n",
      " [ 3.26796113]\n",
      " [-7.8237044 ]\n",
      " [ 0.12844575]\n",
      " [ 1.22618804]\n",
      " [ 0.3133892 ]\n",
      " [ 0.01351486]\n",
      " [ 2.15708517]\n",
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      " [-1.99007289]\n",
      " [ 0.29889392]\n",
      " [-3.2728773 ]\n",
      " [ 2.87446937]\n",
      " [ 2.98017917]\n",
      " [ 0.82192082]\n",
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      " [ 0.84599712]\n",
      " [ 0.58873423]\n",
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      " [-0.16943734]\n",
      " [ 2.27304923]\n",
      " [-1.30965446]\n",
      " [ 1.20234965]\n",
      " [ 0.87474339]\n",
      " [ 0.59599125]\n",
      " [ 2.44295679]\n",
      " [ 1.40904311]\n",
      " [ 2.62197073]\n",
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      " [-1.23491804]\n",
      " [ 1.95821279]\n",
      " [ 2.73485309]\n",
      " [ 0.25059825]\n",
      " [ 0.1963583 ]\n",
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      " [-1.43594484]\n",
      " [ 1.13306305]\n",
      " [ 1.37735783]\n",
      " [-1.56349414]\n",
      " [ 5.67140355]\n",
      " [ 2.41789584]\n",
      " [ 1.23375302]\n",
      " [-0.91145389]\n",
      " [ 0.00787624]\n",
      " [-2.83235688]\n",
      " [ 2.20282835]\n",
      " [ 0.2552951 ]\n",
      " [-2.99488999]\n",
      " [ 0.12820786]\n",
      " [ 1.34724512]\n",
      " [-3.85050466]\n",
      " [ 2.29224135]\n",
      " [ 1.47339556]\n",
      " [ 1.22425328]\n",
      " [-2.83395378]\n",
      " [ 1.11220383]\n",
      " [-3.85268734]\n",
      " [ 2.03580942]\n",
      " [-0.74159561]\n",
      " [ 0.53864998]\n",
      " [ 4.45177027]\n",
      " [-3.89937366]] 2.5988826496293482\n",
      "[[-3.52233169e-01]\n",
      " [-2.66794793e+00]\n",
      " [ 3.28147695e+00]\n",
      " [-7.86718290e+00]\n",
      " [ 1.25302032e-01]\n",
      " [ 1.24324485e+00]\n",
      " [ 3.31614493e-01]\n",
      " [ 1.95019430e-02]\n",
      " [ 2.16943291e+00]\n",
      " [-2.46670171e+00]\n",
      " [-2.00115262e+00]\n",
      " [ 2.98036739e-01]\n",
      " [-3.28847819e+00]\n",
      " [ 2.89399718e+00]\n",
      " [ 3.00751523e+00]\n",
      " [ 8.20374117e-01]\n",
      " [-1.96627614e+00]\n",
      " [-2.86812563e+00]\n",
      " [ 8.43980806e-01]\n",
      " [ 5.93263812e-01]\n",
      " [-4.55474644e-01]\n",
      " [-1.17904395e+00]\n",
      " [-1.70263051e-01]\n",
      " [ 2.27927886e+00]\n",
      " [-1.31856317e+00]\n",
      " [ 1.21155533e+00]\n",
      " [ 8.86494365e-01]\n",
      " [ 5.95645073e-01]\n",
      " [ 2.46415795e+00]\n",
      " [ 1.41465597e+00]\n",
      " [ 2.64497496e+00]\n",
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      " [-1.24152240e+00]\n",
      " [ 1.98320339e+00]\n",
      " [ 2.75953767e+00]\n",
      " [ 2.50752738e-01]\n",
      " [ 1.92550774e-01]\n",
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      " [-1.13796754e-01]\n",
      " [-3.06384672e-01]\n",
      " [-1.44135959e+00]\n",
      " [ 1.14447415e+00]\n",
      " [ 1.38637564e+00]\n",
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      " [ 5.70683089e+00]\n",
      " [ 2.42698667e+00]\n",
      " [ 1.23930248e+00]\n",
      " [-9.14521584e-01]\n",
      " [ 3.78829177e-03]\n",
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      " [ 2.21728901e+00]\n",
      " [ 2.53455157e-01]\n",
      " [-3.00912967e+00]\n",
      " [ 1.42866518e-01]\n",
      " [ 1.35108342e+00]\n",
      " [-3.88074568e+00]\n",
      " [ 2.30631531e+00]\n",
      " [ 1.48069181e+00]\n",
      " [ 1.23142502e+00]\n",
      " [-2.86261199e+00]\n",
      " [ 1.11159845e+00]\n",
      " [-3.87745473e+00]\n",
      " [ 2.04381976e+00]\n",
      " [-7.43392830e-01]\n",
      " [ 5.45587523e-01]\n",
      " [ 4.47025022e+00]\n",
      " [-3.93140496e+00]] 2.579510636926088\n",
      "[[-3.47550104e-01]\n",
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      " [ 3.29443045e+00]\n",
      " [-7.90925662e+00]\n",
      " [ 1.22161544e-01]\n",
      " [ 1.26018348e+00]\n",
      " [ 3.49812330e-01]\n",
      " [ 2.55075177e-02]\n",
      " [ 2.18140337e+00]\n",
      " [-2.47752244e+00]\n",
      " [-2.01190507e+00]\n",
      " [ 2.97085115e-01]\n",
      " [-3.30351845e+00]\n",
      " [ 2.91300292e+00]\n",
      " [ 3.03434468e+00]\n",
      " [ 8.18635792e-01]\n",
      " [-1.97795503e+00]\n",
      " [-2.88286872e+00]\n",
      " [ 8.41765704e-01]\n",
      " [ 5.97710983e-01]\n",
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      " [-1.71173668e-01]\n",
      " [ 2.28510802e+00]\n",
      " [-1.32720763e+00]\n",
      " [ 1.22054300e+00]\n",
      " [ 8.98050061e-01]\n",
      " [ 5.95153732e-01]\n",
      " [ 2.48494455e+00]\n",
      " [ 1.41999955e+00]\n",
      " [ 2.66753777e+00]\n",
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      " [-1.24798253e+00]\n",
      " [ 2.00788934e+00]\n",
      " [ 2.78375491e+00]\n",
      " [ 2.50807909e-01]\n",
      " [ 1.88749653e-01]\n",
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      " [-1.44644823e+00]\n",
      " [ 1.15565887e+00]\n",
      " [ 1.39511397e+00]\n",
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      " [ 5.74133806e+00]\n",
      " [ 2.43558782e+00]\n",
      " [ 1.24464834e+00]\n",
      " [-9.17452467e-01]\n",
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      " [-2.86909510e+00]\n",
      " [ 2.23137436e+00]\n",
      " [ 2.51530130e-01]\n",
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      " [ 1.57541295e-01]\n",
      " [ 1.35470012e+00]\n",
      " [-3.91030784e+00]\n",
      " [ 2.32001744e+00]\n",
      " [ 1.48769581e+00]\n",
      " [ 1.23839967e+00]\n",
      " [-2.89086235e+00]\n",
      " [ 1.11081401e+00]\n",
      " [-3.90156479e+00]\n",
      " [ 2.05151647e+00]\n",
      " [-7.45096360e-01]\n",
      " [ 5.52439432e-01]\n",
      " [ 4.48790138e+00]\n",
      " [-3.96282535e+00]] 2.560860692686653\n",
      "[[-3.42776668e-01]\n",
      " [-2.68744433e+00]\n",
      " [ 3.30684316e+00]\n",
      " [-7.94997107e+00]\n",
      " [ 1.19027024e-01]\n",
      " [ 1.27700447e+00]\n",
      " [ 3.67974423e-01]\n",
      " [ 3.15277972e-02]\n",
      " [ 2.19300908e+00]\n",
      " [-2.48789176e+00]\n",
      " [-2.02234205e+00]\n",
      " [ 2.96042668e-01]\n",
      " [-3.31801858e+00]\n",
      " [ 2.93150131e+00]\n",
      " [ 3.06067881e+00]\n",
      " [ 8.16714482e-01]\n",
      " [-1.98937513e+00]\n",
      " [-2.89717122e+00]\n",
      " [ 8.39360789e-01]\n",
      " [ 6.02078490e-01]\n",
      " [-4.51499937e-01]\n",
      " [-1.19265468e+00]\n",
      " [-1.72170013e-01]\n",
      " [ 2.29055384e+00]\n",
      " [-1.33559495e+00]\n",
      " [ 1.22931844e+00]\n",
      " [ 9.09411935e-01]\n",
      " [ 5.94523486e-01]\n",
      " [ 2.50532557e+00]\n",
      " [ 1.42508347e+00]\n",
      " [ 2.68966915e+00]\n",
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      " [-1.35212819e+00]\n",
      " [-1.25430550e+00]\n",
      " [ 2.03227349e+00]\n",
      " [ 2.80751472e+00]\n",
      " [ 2.50766567e-01]\n",
      " [ 1.84958444e-01]\n",
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      " [-1.09511027e-01]\n",
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      " [-1.45122099e+00]\n",
      " [ 1.16662101e+00]\n",
      " [ 1.40358033e+00]\n",
      " [-1.58543444e+00]\n",
      " [ 5.77495496e+00]\n",
      " [ 2.44371638e+00]\n",
      " [ 1.24979833e+00]\n",
      " [-9.20252390e-01]\n",
      " [-4.54391517e-03]\n",
      " [-2.88679973e+00]\n",
      " [ 2.24509599e+00]\n",
      " [ 2.49523661e-01]\n",
      " [-3.03616144e+00]\n",
      " [ 1.72223838e-01]\n",
      " [ 1.35810550e+00]\n",
      " [-3.93920764e+00]\n",
      " [ 2.33336002e+00]\n",
      " [ 1.49441674e+00]\n",
      " [ 1.24518408e+00]\n",
      " [-2.91871299e+00]\n",
      " [ 1.10986078e+00]\n",
      " [-3.92503812e+00]\n",
      " [ 2.05891343e+00]\n",
      " [-7.46711843e-01]\n",
      " [ 5.59206266e-01]\n",
      " [ 4.50475461e+00]\n",
      " [-3.99365091e+00]] 2.5428963612773128\n",
      "[[-0.33791803]\n",
      " [-2.69654557]\n",
      " [ 3.31873582]\n",
      " [-7.9893702 ]\n",
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      " [ 1.29370838]\n",
      " [ 0.38609297]\n",
      " [ 0.03755918]\n",
      " [ 2.2042622 ]\n",
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      " [ 0.29491292]\n",
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      " [ 2.94950662]\n",
      " [ 3.08652867]\n",
      " [ 0.8146185 ]\n",
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      " [ 0.83677469]\n",
      " [ 0.60636897]\n",
      " [-0.44941762]\n",
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      " [ 2.29563273]\n",
      " [-1.34373211]\n",
      " [ 1.2378873 ]\n",
      " [ 0.92058156]\n",
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      " [ 2.52530976]\n",
      " [ 1.42991699]\n",
      " [ 2.71137885]\n",
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      " [-1.26049802]\n",
      " [ 2.05635872]\n",
      " [ 2.83082683]\n",
      " [ 0.25063149]\n",
      " [ 0.18118039]\n",
      " [-2.5027724 ]\n",
      " [-1.85345054]\n",
      " [-0.10732619]\n",
      " [-0.31148589]\n",
      " [-1.45568779]\n",
      " [ 1.17736433]\n",
      " [ 1.41178204]\n",
      " [-1.59231106]\n",
      " [ 5.80771041]\n",
      " [ 2.45138888]\n",
      " [ 1.2547599 ]\n",
      " [-0.92292693]\n",
      " [-0.00878251]\n",
      " [-2.90408006]\n",
      " [ 2.25846509]\n",
      " [ 0.24743928]\n",
      " [-3.04898994]\n",
      " [ 0.18690622]\n",
      " [ 1.36130943]\n",
      " [-3.96746113]\n",
      " [ 2.34635488]\n",
      " [ 1.50086351]\n",
      " [ 1.25178485]\n",
      " [-2.94617178]\n",
      " [ 1.10874854]\n",
      " [-3.94789461]\n",
      " [ 2.06602396]\n",
      " [-0.74824464]\n",
      " [ 0.56588862]\n",
      " [ 4.52083973]\n",
      " [-4.0238972 ]] 2.525583323815013\n",
      "[[-0.33297914]\n",
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      " [ 3.33012836]\n",
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      " [ 0.40416064]\n",
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      " [ 2.21517446]\n",
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      " [ 0.29369928]\n",
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      " [ 2.96703271]\n",
      " [ 3.11190504]\n",
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      " [ 0.8340157 ]\n",
      " [ 0.61058496]\n",
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      " [ 2.30036046]\n",
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      " [ 1.2462551 ]\n",
      " [ 0.93156061]\n",
      " [ 0.59287028]\n",
      " [ 2.54490565]\n",
      " [ 1.43450908]\n",
      " [ 2.73267637]\n",
      " [-2.99647025]\n",
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      " [ 2.08014798]\n",
      " [ 2.85370071]\n",
      " [ 0.25040543]\n",
      " [ 0.17741851]\n",
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      " [-1.45985829]\n",
      " [ 1.18789258]\n",
      " [ 1.41972623]\n",
      " [-1.59898458]\n",
      " [ 5.83963215]\n",
      " [ 2.45862129]\n",
      " [ 1.2595402 ]\n",
      " [-0.92548142]\n",
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      " [ 2.2714925 ]\n",
      " [ 0.24528039]\n",
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      " [ 0.20158093]\n",
      " [ 1.36432133]\n",
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      " [ 2.35901341]\n",
      " [ 1.50704474]\n",
      " [ 1.25820836]\n",
      " [-2.97324642]\n",
      " [ 1.10748663]\n",
      " [-3.97015351]\n",
      " [ 2.07286081]\n",
      " [-0.74969986]\n",
      " [ 0.5724871 ]\n",
      " [ 4.5361855 ]\n",
      " [-4.05357931]] 2.50888926239581\n",
      "[[-0.3279647 ]\n",
      " [-2.7135363 ]\n",
      " [ 3.34103993]\n",
      " [-8.06439104]\n",
      " [ 0.1096839 ]\n",
      " [ 1.32676724]\n",
      " [ 0.42217052]\n",
      " [ 0.04964175]\n",
      " [ 2.2257572 ]\n",
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      " [ 0.2924051 ]\n",
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      " [ 2.98409301]\n",
      " [ 3.1368185 ]\n",
      " [ 0.80993424]\n",
      " [-2.0221797 ]\n",
      " [-2.93759002]\n",
      " [ 0.83109179]\n",
      " [ 0.6147289 ]\n",
      " [-0.44508636]\n",
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      " [-0.17567898]\n",
      " [ 2.30475218]\n",
      " [-1.35928295]\n",
      " [ 1.25442719]\n",
      " [ 0.94235086]\n",
      " [ 0.59185882]\n",
      " [ 2.56412156]\n",
      " [ 1.43886836]\n",
      " [ 2.75357096]\n",
      " [-3.01624175]\n",
      " [-2.18615565]\n",
      " [-1.39969686]\n",
      " [-1.2725169 ]\n",
      " [ 2.10364426]\n",
      " [ 2.87614565]\n",
      " [ 0.25009109]\n",
      " [ 0.17367558]\n",
      " [-2.52766324]\n",
      " [-1.88547324]\n",
      " [-0.10287866]\n",
      " [-0.31453861]\n",
      " [-1.46374189]\n",
      " [ 1.19820948]\n",
      " [ 1.42741987]\n",
      " [-1.60546362]\n",
      " [ 5.87074696]\n",
      " [ 2.46542908]\n",
      " [ 1.26414609]\n",
      " [-0.92792094]\n",
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      " [-2.93742093]\n",
      " [ 2.28418866]\n",
      " [ 0.2430503 ]\n",
      " [-3.07335785]\n",
      " [ 0.21624084]\n",
      " [ 1.36715028]\n",
      " [-4.02209122]\n",
      " [ 2.37134657]\n",
      " [ 1.51296879]\n",
      " [ 1.26446072]\n",
      " [-2.99994437]\n",
      " [ 1.10608393]\n",
      " [-3.99183344]\n",
      " [ 2.0794362 ]\n",
      " [-0.75108232]\n",
      " [ 0.57900235]\n",
      " [ 4.55081972]\n",
      " [-4.08271184]] 2.4927837333967244\n",
      "[[-0.3228792 ]\n",
      " [-2.72145682]\n",
      " [ 3.35148896]\n",
      " [-8.10009353]\n",
      " [ 0.10659702]\n",
      " [ 1.34312333]\n",
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      " [ 0.0556866 ]\n",
      " [ 2.23602138]\n",
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      " [ 0.2910336 ]\n",
      " [-3.37100153]\n",
      " [ 3.00070058]\n",
      " [ 3.16127937]\n",
      " [ 0.80736106]\n",
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      " [ 0.82801064]\n",
      " [ 0.61880312]\n",
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      " [-1.2172789 ]\n",
      " [-0.17702297]\n",
      " [ 2.30882242]\n",
      " [-1.36670974]\n",
      " [ 1.2624088 ]\n",
      " [ 0.95295418]\n",
      " [ 0.59073148]\n",
      " [ 2.58296559]\n",
      " [ 1.44300317]\n",
      " [ 2.77407163]\n",
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      " [-1.27835508]\n",
      " [ 2.12685059]\n",
      " [ 2.8981707 ]\n",
      " [ 0.24969114]\n",
      " [ 0.16995415]\n",
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      " [-0.3159667 ]\n",
      " [-1.4673477 ]\n",
      " [ 1.20831877]\n",
      " [ 1.43486974]\n",
      " [-1.61175642]\n",
      " [ 5.9010806 ]\n",
      " [ 2.47182719]\n",
      " [ 1.26858416]\n",
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      " [-2.95350683]\n",
      " [ 2.2965637 ]\n",
      " [ 0.24075221]\n",
      " [-3.08492953]\n",
      " [ 0.23087921]\n",
      " [ 1.36980496]\n",
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      " [ 2.38336495]\n",
      " [ 1.51864377]\n",
      " [ 1.27054782]\n",
      " [-3.0262729 ]\n",
      " [ 1.10454892]\n",
      " [-4.01295239]\n",
      " [ 2.08576185]\n",
      " [-0.75239663]\n",
      " [ 0.58543504]\n",
      " [ 4.56476918]\n",
      " [-4.11130893]] 2.4772380492223363\n",
      "[[-0.31772695]\n",
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      " [ 3.36149317]\n",
      " [-8.13464234]\n",
      " [ 0.10352716]\n",
      " [ 1.35936462]\n",
      " [ 0.45799148]\n",
      " [ 0.06172989]\n",
      " [ 2.2459776 ]\n",
      " [-2.53348575]\n",
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      " [ 0.28958793]\n",
      " [-3.3830826 ]\n",
      " [ 3.01686808]\n",
      " [ 3.18529775]\n",
      " [ 0.80464344]\n",
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      " [ 0.8247796 ]\n",
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      " [ 2.31258514]\n",
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      " [ 1.27020503]\n",
      " [ 0.9633725 ]\n",
      " [ 0.58949354]\n",
      " [ 2.60144564]\n",
      " [ 1.44692155]\n",
      " [ 2.79418719]\n",
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      " [-1.28408647]\n",
      " [ 2.14977001]\n",
      " [ 2.91978471]\n",
      " [ 0.24920824]\n",
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      " [-1.47068459]\n",
      " [ 1.21822411]\n",
      " [ 1.44208246]\n",
      " [-1.61787089]\n",
      " [ 5.93065793]\n",
      " [ 2.47783007]\n",
      " [ 1.27286075]\n",
      " [-0.9324742 ]\n",
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      " [-2.9692192 ]\n",
      " [ 2.30862738]\n",
      " [ 0.23838923]\n",
      " [-3.09611349]\n",
      " [ 0.24548966]\n",
      " [ 1.37229369]\n",
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      " [ 2.39507873]\n",
      " [ 1.52407752]\n",
      " [ 1.27647536]\n",
      " [-3.0522391 ]\n",
      " [ 1.10288969]\n",
      " [-4.03352774]\n",
      " [ 2.09184898]\n",
      " [-0.75364712]\n",
      " [ 0.59178585]\n",
      " [ 4.57805976]\n",
      " [-4.13938429]] 2.4622251679122145\n",
      "[[-0.31251202]\n",
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      " [ 3.37106958]\n",
      " [-8.16807456]\n",
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      " [ 0.47579079]\n",
      " [ 0.06776882]\n",
      " [ 2.2556361 ]\n",
      " [-2.54145087]\n",
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      " [ 0.28807115]\n",
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      " [ 3.03260778]\n",
      " [ 3.20888349]\n",
      " [ 0.80178824]\n",
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      " [ 0.82140578]\n",
      " [ 0.62675129]\n",
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      " [ 2.31605373]\n",
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      " [ 1.27782084]\n",
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      " [ 0.58815009]\n",
      " [ 2.6195694 ]\n",
      " [ 1.45063124]\n",
      " [ 2.8139262 ]\n",
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      " [-1.28971625]\n",
      " [ 2.17240561]\n",
      " [ 2.94099634]\n",
      " [ 0.24864498]\n",
      " [ 0.16258506]\n",
      " [-2.56239111]\n",
      " [-1.93153398]\n",
      " [-0.09602858]\n",
      " [-0.31863626]\n",
      " [-1.47376118]\n",
      " [ 1.22792918]\n",
      " [ 1.44906448]\n",
      " [-1.62381458]\n",
      " [ 5.95950291]\n",
      " [ 2.4834517 ]\n",
      " [ 1.27698192]\n",
      " [-0.93459699]\n",
      " [-0.03059464]\n",
      " [-2.98456961]\n",
      " [ 2.32038914]\n",
      " [ 0.23596435]\n",
      " [-3.10692432]\n",
      " [ 0.26006615]\n",
      " [ 1.37462444]\n",
      " [-4.09956584]\n",
      " [ 2.40649774]\n",
      " [ 1.52927768]\n",
      " [ 1.2822488 ]\n",
      " [-3.07784987]\n",
      " [ 1.10111395]\n",
      " [-4.05357631]\n",
      " [ 2.09770832]\n",
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      " [ 0.59805547]\n",
      " [ 4.59071646]\n",
      " [-4.1669512 ]] 2.447719590066881\n",
      "[[-0.30723835]\n",
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      " [ 3.38023459]\n",
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      " [ 1.39150518]\n",
      " [ 0.49350878]\n",
      " [ 0.07380079]\n",
      " [ 2.26500679]\n",
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      " [ 3.04793163]\n",
      " [ 3.23204625]\n",
      " [ 0.79880205]\n",
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      " [ 2.31924106]\n",
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      " [ 1.28526108]\n",
      " [ 0.98366227]\n",
      " [ 0.58670608]\n",
      " [ 2.6373444 ]\n",
      " [ 1.45413974]\n",
      " [ 2.83329701]\n",
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      " [-2.24944448]\n",
      " [-1.4593092 ]\n",
      " [-1.29524935]\n",
      " [ 2.1947605 ]\n",
      " [ 2.96181403]\n",
      " [ 0.24800391]\n",
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      " [-1.47658583]\n",
      " [ 1.2374376 ]\n",
      " [ 1.45582208]\n",
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      " [ 5.98763862]\n",
      " [ 2.48870557]\n",
      " [ 1.28095353]\n",
      " [-0.9366229 ]\n",
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      " [ 2.33185812]\n",
      " [ 0.23348048]\n",
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      " [ 0.27460296]\n",
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      " [ 2.41763141]\n",
      " [ 1.53425162]\n",
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      " [ 1.09922902]\n",
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      " [ 2.10335019]\n",
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      " [ 0.60424462]\n",
      " [ 4.60276337]\n",
      " [-4.19402253]] 2.4336972625884807\n",
      "[[-0.30190966]\n",
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      " [ 2.27409925]\n",
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      " [ 0.28483603]\n",
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      " [ 3.06285118]\n",
      " [ 3.25479545]\n",
      " [ 0.79569121]\n",
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      " [ 0.81425671]\n",
      " [ 0.63444637]\n",
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      " [-0.1832702 ]\n",
      " [ 2.32215947]\n",
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      " [ 1.29253044]\n",
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      " [ 0.58516626]\n",
      " [ 2.65477794]\n",
      " [ 1.45745427]\n",
      " [ 2.85230776]\n",
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      " [-2.2645393 ]\n",
      " [-1.47354452]\n",
      " [-1.30069043]\n",
      " [ 2.21683778]\n",
      " [ 2.98224605]\n",
      " [ 0.24728757]\n",
      " [ 0.15532786]\n",
      " [-2.58393114]\n",
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      " [-0.3210698 ]\n",
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      " [ 1.24675299]\n",
      " [ 1.4623614 ]\n",
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      " [ 6.01508732]\n",
      " [ 2.49360477]\n",
      " [ 1.28478118]\n",
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      " [ 2.34304313]\n",
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      " [ 2.42848889]\n",
      " [ 1.53900651]\n",
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      " [ 1.09724192]\n",
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      " [ 2.10878445]\n",
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      " [ 0.61035405]\n",
      " [ 4.61422376]\n",
      " [-4.22061074]] 2.4201354887680955\n",
      "[[-0.29652951]\n",
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      " [ 2.28292273]\n",
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      " [ 3.07737767]\n",
      " [ 3.2771403 ]\n",
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      " [ 2.32482081]\n",
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      " [ 1.29963352]\n",
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      " [ 2.67187718]\n",
      " [ 1.46058178]\n",
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      " [ 2.23864062]\n",
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      " [ 1.2558789 ]\n",
      " [ 1.4686884 ]\n",
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      " [ 2.3539527 ]\n",
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      " [ 1.0951593 ]\n",
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      " [ 2.11402054]\n",
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      " [ 0.6163845 ]\n",
      " [ 4.6251201 ]\n",
      " [-4.24672792]] 2.407012844284713\n",
      "[[-0.29110131]\n",
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      " [ 3.4054157 ]\n",
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      " [ 3.091522  ]\n",
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      " [ 1.3065748 ]\n",
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      " [ 2.26017213]\n",
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      " [ 0.2456389 ]\n",
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      " [ 1.26481888]\n",
      " [ 1.4748089 ]\n",
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      " [ 2.11906752]\n",
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      " [-4.27238578]] 2.3943090987116378\n",
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      " [ 2.2814355 ]\n",
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      " [ 2.3749782 ]\n",
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      " [ 1.3089823 ]\n",
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      " [-4.29759569]] 2.3820051421545685\n",
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      " [ 2.33137389]\n",
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      " [ 2.30243386]\n",
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      " [ 0.2437183 ]\n",
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      " [-0.32528768]\n",
      " [-1.48720698]\n",
      " [ 1.28215499]\n",
      " [ 1.48645293]\n",
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      " [ 6.11843006]\n",
      " [ 2.50990119]\n",
      " [ 1.29875685]\n",
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      " [-3.069669  ]\n",
      " [ 2.3851098 ]\n",
      " [ 0.22027168]\n",
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      " [ 0.34651366]\n",
      " [ 1.38569763]\n",
      " [-4.23977096]\n",
      " [ 2.46932775]\n",
      " [ 1.55597111]\n",
      " [ 1.31393527]\n",
      " [-3.22441451]\n",
      " [ 1.08840037]\n",
      " [-4.16367975]\n",
      " [ 2.12862846]\n",
      " [-0.76093493]\n",
      " [ 0.63400963]\n",
      " [ 4.65463772]\n",
      " [-4.32236865]] 2.3700829166720627\n",
      "[[-0.2745602 ]\n",
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      " [ 1.48523388]\n",
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      " [ 3.13176625]\n",
      " [ 3.3626532 ]\n",
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      " [ 2.33311623]\n",
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      " [ 1.32647073]\n",
      " [ 1.04031239]\n",
      " [ 0.57618558]\n",
      " [ 2.73706785]\n",
      " [ 1.4713527 ]\n",
      " [ 2.94223145]\n",
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      " [ 2.32317039]\n",
      " [ 3.07889742]\n",
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      " [ 1.29055801]\n",
      " [ 1.49198737]\n",
      " [-1.66121078]\n",
      " [ 6.14275079]\n",
      " [ 2.51320831]\n",
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      " [ 2.39499729]\n",
      " [ 0.21748991]\n",
      " [-3.17326346]\n",
      " [ 0.36070943]\n",
      " [ 1.38711944]\n",
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      " [ 2.47892981]\n",
      " [ 1.55973067]\n",
      " [ 1.31876721]\n",
      " [-3.24771591]\n",
      " [ 1.08599625]\n",
      " [-4.18046748]\n",
      " [ 2.13315868]\n",
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      " [ 0.63973189]\n",
      " [ 4.66348708]\n",
      " [-4.34671534]] 2.358525352153584\n",
      "[[-0.26897089]\n",
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      " [ 3.43412041]\n",
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      " [ 0.61487935]\n",
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      " [ 2.32330847]\n",
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      " [ 3.14448465]\n",
      " [ 3.38310727]\n",
      " [ 0.77473439]\n",
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      " [ 2.33465397]\n",
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      " [ 1.33280718]\n",
      " [ 1.0491626 ]\n",
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      " [ 2.75259672]\n",
      " [ 1.47364139]\n",
      " [ 2.95924166]\n",
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      " [ 2.34364824]\n",
      " [ 3.09717873]\n",
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      " [ 1.29878886]\n",
      " [ 1.49733713]\n",
      " [-1.66602509]\n",
      " [ 6.16650237]\n",
      " [ 2.51623053]\n",
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      " [ 2.40464789]\n",
      " [ 0.21466705]\n",
      " [-3.18155038]\n",
      " [ 0.37483373]\n",
      " [ 1.38843612]\n",
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      " [ 2.48830385]\n",
      " [ 1.56330977]\n",
      " [ 1.32348217]\n",
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      " [ 1.08352548]\n",
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      " [ 2.13753233]\n",
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      " [ 0.64537909]\n",
      " [ 4.67187342]\n",
      " [-4.37064612]] 2.3473163063531337\n",
      "[[-0.26334839]\n",
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      " [ 3.15687076]\n",
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      " [ 2.33599639]\n",
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      " [ 2.36387055]\n",
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      " [ 1.30685088]\n",
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      " [ 1.3079709 ]\n",
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      " [ 2.41406853]\n",
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      " [ 2.49745692]\n",
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      " [ 1.08099304]\n",
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      " [ 2.14175671]\n",
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      " [ 0.65095204]\n",
      " [ 4.67981486]\n",
      " [-4.39417103]] 2.336534723891865\n",
      "[[-0.2576953 ]\n",
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      " [ 3.16893369]\n",
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      " [ 2.33715238]\n",
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      " [ 2.38384049]\n",
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      " [ 1.31474738]\n",
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      " [ 6.21236655]\n",
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      " [ 2.42326593]\n",
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      " [ 0.40285404]\n",
      " [ 1.3907755 ]\n",
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      " [ 2.14583879]\n",
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      " [ 4.68732888]\n",
      " [-4.41729981]] 2.326158855771701\n",
      "[[-0.25201407]\n",
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      " [-8.4715912 ]\n",
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      " [ 2.40356119]\n",
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      " [ 1.32248162]\n",
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      " [ 2.4322466 ]\n",
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      " [ 1.3369636 ]\n",
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      " [ 2.14978527]\n",
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      " [ 4.69443237]\n",
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      "[[-0.24630708]\n",
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      " [ 2.3516131 ]\n",
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      " [ 2.15360253]\n",
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      " [ 4.7011416 ]\n",
      " [-4.46240652]] 2.30630965970665\n",
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      " [ 3.1837278 ]\n",
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      " [ 2.53199202]\n",
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      " [ 2.15729672]\n",
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      " [ 4.70747228]\n",
      " [-4.48440252]] 2.296810985951308\n",
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      " [ 0.1147562 ]\n",
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      " [ 1.34474262]\n",
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      " [ 2.5289357 ]\n",
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      " [ 2.45794994]\n",
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      " [ 0.4578964 ]\n",
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      " [ 2.54013758]\n",
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      " [ 1.3495248 ]\n",
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      " [ 2.16087369]\n",
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      " [ 4.71343954]\n",
      " [-4.50603855]] 2.287622456719788\n",
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      " [ 0.7307739 ]\n",
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      " [ 1.3734165 ]\n",
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      " [ 6.31820447]\n",
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      " [ 2.4661244 ]\n",
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      " [ 1.5837736 ]\n",
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      " [ 2.16433906]\n",
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      " [ 4.71905801]\n",
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      " [ 2.49853492]\n",
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      " [ 1.35882969]\n",
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      " [ 2.4741115 ]\n",
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      " [ 1.58610259]\n",
      " [ 1.3574315 ]\n",
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      " [ 2.1676982 ]\n",
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      " [ 4.72434177]\n",
      " [-4.548264  ]] 2.2700875623029546\n",
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      " [ 2.5634943 ]\n",
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      " [ 1.3788901 ]\n",
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      " [ 1.4037603 ]\n",
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      " [ 6.46491012]\n",
      " [ 2.53364426]\n",
      " [ 1.33982889]\n",
      " [-0.96320587]\n",
      " [-0.13773763]\n",
      " [-3.25909244]\n",
      " [ 2.5251992 ]\n",
      " [ 0.16875716]\n",
      " [-3.27889945]\n",
      " [ 0.57619959]\n",
      " [ 1.39875137]\n",
      " [-4.54952297]\n",
      " [ 2.6058038 ]\n",
      " [ 1.59887803]\n",
      " [ 1.3825216 ]\n",
      " [-3.58231419]\n",
      " [ 1.04133866]\n",
      " [-4.40078557]\n",
      " [ 2.18864264]\n",
      " [-0.77259772]\n",
      " [ 0.72164134]\n",
      " [ 4.75303882]\n",
      " [-4.68587018]] 2.2161426318005755\n",
      "[[-0.17654385]\n",
      " [-2.83298735]\n",
      " [ 3.50718638]\n",
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      " [ 0.2369025 ]\n",
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      " [ 3.30839525]\n",
      " [ 3.66722443]\n",
      " [ 0.70590974]\n",
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      " [ 0.71193393]\n",
      " [ 0.70606503]\n",
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      " [ 2.33796449]\n",
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      " [ 1.41735925]\n",
      " [ 1.17026188]\n",
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      " [ 2.96471926]\n",
      " [ 1.49312381]\n",
      " [ 3.19359784]\n",
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      " [ 2.63864858]\n",
      " [ 3.34874216]\n",
      " [ 0.21703317]\n",
      " [ 0.08542787]\n",
      " [-2.7559579 ]\n",
      " [-2.22913342]\n",
      " [-0.0355445 ]\n",
      " [-0.33609127]\n",
      " [-1.48812231]\n",
      " [ 1.40966105]\n",
      " [ 1.5616031 ]\n",
      " [-1.73022418]\n",
      " [ 6.48154094]\n",
      " [ 2.53330336]\n",
      " [ 1.34154253]\n",
      " [-0.96382182]\n",
      " [-0.14246188]\n",
      " [-3.26835563]\n",
      " [ 2.53186431]\n",
      " [ 0.1655371 ]\n",
      " [-3.28393201]\n",
      " [ 0.58883144]\n",
      " [ 1.3989842 ]\n",
      " [-4.56440171]\n",
      " [ 2.61233811]\n",
      " [ 1.60024713]\n",
      " [ 1.38581182]\n",
      " [-3.60107178]\n",
      " [ 1.03833779]\n",
      " [-4.41203648]\n",
      " [ 2.19131945]\n",
      " [-0.7731587 ]\n",
      " [ 0.72620023]\n",
      " [ 4.75609549]\n",
      " [-4.7043297 ]] 2.2092954435513734\n",
      "[[-0.17067522]\n",
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      " [ 3.5100705 ]\n",
      " [-8.7279375 ]\n",
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      " [ 1.74338835]\n",
      " [ 0.88545856]\n",
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      " [ 3.31654011]\n",
      " [ 3.68262011]\n",
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      " [ 2.33717682]\n",
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      " [ 1.42175127]\n",
      " [ 1.17667032]\n",
      " [ 0.53211412]\n",
      " [ 2.97596389]\n",
      " [ 1.49348373]\n",
      " [ 3.20616462]\n",
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      " [-1.4082374 ]\n",
      " [ 2.65519999]\n",
      " [ 3.36220326]\n",
      " [ 0.21518067]\n",
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      " [-1.48688217]\n",
      " [ 1.41544039]\n",
      " [ 1.56449537]\n",
      " [-1.73361707]\n",
      " [ 6.4978273 ]\n",
      " [ 2.53281325]\n",
      " [ 1.34319497]\n",
      " [-0.96440102]\n",
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      " [ 2.53838396]\n",
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      " [ 0.60135636]\n",
      " [ 1.39917788]\n",
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      " [ 2.61873575]\n",
      " [ 1.60151336]\n",
      " [ 1.38903543]\n",
      " [-3.61960051]\n",
      " [ 1.03532851]\n",
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      " [ 2.19392902]\n",
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      " [ 0.73069817]\n",
      " [ 4.75892365]\n",
      " [-4.72250923]] 2.2026205391010825\n",
      "[[-0.16480482]\n",
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      " [ 3.51280016]\n",
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      " [ 3.32447621]\n",
      " [ 3.69777309]\n",
      " [ 0.69650677]\n",
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      " [ 0.71164223]\n",
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      " [ 2.33630449]\n",
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      " [ 2.9869989 ]\n",
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      " [ 3.21851617]\n",
      " [-3.4478643 ]\n",
      " [-2.55705054]\n",
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      " [-1.41238824]\n",
      " [ 2.671547  ]\n",
      " [ 3.37542965]\n",
      " [ 0.21330029]\n",
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      " [ 1.42110089]\n",
      " [ 1.56727696]\n",
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      " [ 6.51377874]\n",
      " [ 2.53217972]\n",
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      " [ 2.54476205]\n",
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      " [ 1.03231292]\n",
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      " [ 2.1964748 ]\n",
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      " [ 0.73513597]\n",
      " [ 4.76153309]\n",
      " [-4.74041487]] 2.1961115323837883\n",
      "[[-0.15893386]\n",
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      " [ 0.9147867 ]\n",
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      " [ 3.33220906]\n",
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      " [ 0.69597766]\n",
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      " [ 2.33535188]\n",
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      " [ 1.43027209]\n",
      " [ 1.18912163]\n",
      " [ 0.52655591]\n",
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      " [ 2.6876924 ]\n",
      " [ 3.38842601]\n",
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      " [ 1.42664508]\n",
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      " [ 2.53140838]\n",
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      " [ 2.55100239]\n",
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      " [-3.2981701 ]\n",
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      " [ 2.63113626]\n",
      " [ 1.6037508 ]\n",
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      " [-4.4443399 ]\n",
      " [ 2.19896008]\n",
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      " [ 0.73951444]\n",
      " [ 4.76393324]\n",
      " [-4.75805253]] 2.189762339161742\n",
      "[[-0.1530635 ]\n",
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      " [ 3.51781984]\n",
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      " [ 0.9292474 ]\n",
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      " [ 2.4377752 ]\n",
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      " [ 3.33974402]\n",
      " [ 3.72737168]\n",
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      " [ 2.33432317]\n",
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      " [ 2.70363895]\n",
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      " [ 1.43207543]\n",
      " [ 1.57252061]\n",
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      " [ 6.5447134 ]\n",
      " [ 2.53050465]\n",
      " [ 1.3478064 ]\n",
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      " [ 2.55710864]\n",
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      " [ 2.20138799]\n",
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      " [ 0.74383439]\n",
      " [ 4.76613317]\n",
      " [-4.77542797]] 2.1835671604501705\n",
      "[[-0.14719486]\n",
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      " [ 2.71938938]\n",
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      " [ 1.43739439]\n",
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      " [ 6.55971414]\n",
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      " [ 2.56308437]\n",
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      " [ 1.3996098 ]\n",
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      " [ 1.02324745]\n",
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      " [ 2.20376155]\n",
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      " [-4.79254679]] 2.1775204669394213\n",
      "[[-0.14132898]\n",
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      " [ 3.35424094]\n",
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      " [ 1.4424302 ]\n",
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      " [ 1.44260436]\n",
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      " [ 6.574415  ]\n",
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      " [ 2.568933  ]\n",
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      " [ 1.0202253 ]\n",
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      " [ 4.76996712]\n",
      " [-4.80941443]] 2.1716169843507656\n",
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      " [ 2.75031265]\n",
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      " [ 1.6071353 ]\n",
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      " [ 1.0172057 ]\n",
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      " [ 2.20835694]\n",
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      " [ 4.7716177 ]\n",
      " [-4.82603619]] 2.1658516796664307\n",
      "[[-0.12960953]\n",
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      " [ 3.36800685]\n",
      " [ 3.78387751]\n",
      " [ 0.66774463]\n",
      " [-2.30046733]\n",
      " [-3.22675656]\n",
      " [ 0.66889839]\n",
      " [ 0.72764569]\n",
      " [-0.35690331]\n",
      " [-1.32780922]\n",
      " [-0.26960655]\n",
      " [ 2.32952528]\n",
      " [-1.51936307]\n",
      " [ 1.45014593]\n",
      " [ 1.21821967]\n",
      " [ 0.51239175]\n",
      " [ 3.04902785]\n",
      " [ 1.49392709]\n",
      " [ 3.28834372]\n",
      " [-3.51173244]\n",
      " [-2.61378025]\n",
      " [-1.79058474]\n",
      " [-1.43669774]\n",
      " [ 2.7654908 ]\n",
      " [ 3.45011423]\n",
      " [ 0.20151078]\n",
      " [ 0.06496609]\n",
      " [-2.79707324]\n",
      " [-2.30592318]\n",
      " [-0.01367237]\n",
      " [-0.33797146]\n",
      " [-1.47546565]\n",
      " [ 1.45270663]\n",
      " [ 1.58181282]\n",
      " [-1.75593337]\n",
      " [ 6.60294906]\n",
      " [ 2.52566787]\n",
      " [ 1.35322057]\n",
      " [-0.96753554]\n",
      " [-0.18001143]\n",
      " [-3.33658595]\n",
      " [ 2.58026216]\n",
      " [ 0.13946305]\n",
      " [-3.31932422]\n",
      " [ 0.68597812]\n",
      " [ 1.39963507]\n",
      " [-4.67248082]\n",
      " [ 2.65999953]\n",
      " [ 1.60777185]\n",
      " [ 1.40990333]\n",
      " [-3.74319361]\n",
      " [ 1.01419015]\n",
      " [-4.49374768]\n",
      " [ 2.21058414]\n",
      " [-0.77749247]\n",
      " [ 0.7605449 ]\n",
      " [ 4.77310123]\n",
      " [-4.84241721]] 2.160219748178361\n",
      "epoch 100 loss 2.160220\n",
      "[[-0.12375786]\n",
      " [-2.84501317]\n",
      " [ 3.5280587 ]\n",
      " [-8.82864218]\n",
      " [ 0.01603122]\n",
      " [ 1.84779752]\n",
      " [ 0.99951988]\n",
      " [ 0.25318441]\n",
      " [ 2.4580074 ]\n",
      " [-2.66196213]\n",
      " [-2.27211636]\n",
      " [ 0.21368202]\n",
      " [-3.61448913]\n",
      " [ 3.37462752]\n",
      " [ 3.7974707 ]\n",
      " [ 0.66289171]\n",
      " [-2.3066133 ]\n",
      " [-3.23181601]\n",
      " [ 0.66342843]\n",
      " [ 0.73021306]\n",
      " [-0.35442121]\n",
      " [-1.32920522]\n",
      " [-0.27346108]\n",
      " [ 2.32817311]\n",
      " [-1.52178005]\n",
      " [ 1.45389315]\n",
      " [ 1.22370829]\n",
      " [ 0.50952586]\n",
      " [ 3.05870423]\n",
      " [ 1.49372567]\n",
      " [ 3.29930558]\n",
      " [-3.52174935]\n",
      " [-2.6227411 ]\n",
      " [-1.79796445]\n",
      " [-1.44065872]\n",
      " [ 2.78048346]\n",
      " [ 3.46182317]\n",
      " [ 0.19947357]\n",
      " [ 0.06258865]\n",
      " [-2.80162823]\n",
      " [-2.3148856 ]\n",
      " [-0.01088838]\n",
      " [-0.33812342]\n",
      " [-1.47348685]\n",
      " [ 1.45760351]\n",
      " [ 1.58390327]\n",
      " [-1.75894077]\n",
      " [ 6.61679756]\n",
      " [ 2.52417726]\n",
      " [ 1.35445487]\n",
      " [-0.96786595]\n",
      " [-0.18466233]\n",
      " [-3.34444274]\n",
      " [ 2.58574903]\n",
      " [ 0.13618144]\n",
      " [-3.32320802]\n",
      " [ 0.69762513]\n",
      " [ 1.39959708]\n",
      " [-4.68471947]\n",
      " [ 2.66543182]\n",
      " [ 1.60833023]\n",
      " [ 1.41266387]\n",
      " [-3.76001777]\n",
      " [ 1.01118007]\n",
      " [-4.50301985]\n",
      " [ 2.21276771]\n",
      " [-0.77802491]\n",
      " [ 0.76458413]\n",
      " [ 4.77442525]\n",
      " [-4.8585625 ]] 2.1547166013039267\n",
      "[[-1.17912753e-01]\n",
      " [-2.84585662e+00]\n",
      " [ 3.52975041e+00]\n",
      " [-8.83941284e+00]\n",
      " [ 1.40233580e-02]\n",
      " [ 1.86043092e+00]\n",
      " [ 1.01316978e+00]\n",
      " [ 2.58185397e-01]\n",
      " [ 2.46175946e+00]\n",
      " [-2.66272902e+00]\n",
      " [-2.27606439e+00]\n",
      " [ 2.11049171e-01]\n",
      " [-3.61785703e+00]\n",
      " [ 3.38107938e+00]\n",
      " [ 3.81085953e+00]\n",
      " [ 6.58026750e-01]\n",
      " [-2.31269372e+00]\n",
      " [-3.23675895e+00]\n",
      " [ 6.57944822e-01]\n",
      " [ 7.32753335e-01]\n",
      " [-3.51951809e-01]\n",
      " [-1.33052784e+00]\n",
      " [-2.77363713e-01]\n",
      " [ 2.32676655e+00]\n",
      " [-1.52411698e+00]\n",
      " [ 1.45756926e+00]\n",
      " [ 1.22909141e+00]\n",
      " [ 5.06652417e-01]\n",
      " [ 3.06820105e+00]\n",
      " [ 1.49346533e+00]\n",
      " [ 3.31008447e+00]\n",
      " [-3.53159733e+00]\n",
      " [-2.63156933e+00]\n",
      " [-1.80516990e+00]\n",
      " [-1.44459596e+00]\n",
      " [ 2.79529319e+00]\n",
      " [ 3.47333211e+00]\n",
      " [ 1.97419003e-01]\n",
      " [ 6.02499932e-02]\n",
      " [-2.80606516e+00]\n",
      " [-2.32371502e+00]\n",
      " [-8.09374512e-03]\n",
      " [-3.38259815e-01]\n",
      " [-1.47143102e+00]\n",
      " [ 1.46240052e+00]\n",
      " [ 1.58590599e+00]\n",
      " [-1.76190841e+00]\n",
      " [ 6.63037685e+00]\n",
      " [ 2.52258313e+00]\n",
      " [ 1.35564474e+00]\n",
      " [-9.68170184e-01]\n",
      " [-1.89301317e-01]\n",
      " [-3.35216285e+00]\n",
      " [ 2.59112146e+00]\n",
      " [ 1.32898258e-01]\n",
      " [-3.32698540e+00]\n",
      " [ 7.09160863e-01]\n",
      " [ 1.39953883e+00]\n",
      " [-4.69669590e+00]\n",
      " [ 2.67075771e+00]\n",
      " [ 1.60881315e+00]\n",
      " [ 1.41537428e+00]\n",
      " [-3.77664356e+00]\n",
      " [ 1.00817679e+00]\n",
      " [-4.51210210e+00]\n",
      " [ 2.21491003e+00]\n",
      " [-7.78557082e-01]\n",
      " [ 7.68569556e-01]\n",
      " [ 4.77559702e+00]\n",
      " [-4.87447694e+00]] 2.1493378551201707\n",
      "[[-1.12075068e-01]\n",
      " [-2.84661623e+00]\n",
      " [ 3.53133414e+00]\n",
      " [-8.84982094e+00]\n",
      " [ 1.20471945e-02]\n",
      " [ 1.87297392e+00]\n",
      " [ 1.02668564e+00]\n",
      " [ 2.63144707e-01]\n",
      " [ 2.46542104e+00]\n",
      " [-2.66338764e+00]\n",
      " [-2.27994277e+00]\n",
      " [ 2.08409680e-01]\n",
      " [-3.62110192e+00]\n",
      " [ 3.38736680e+00]\n",
      " [ 3.82404831e+00]\n",
      " [ 6.53151432e-01]\n",
      " [-2.31871041e+00]\n",
      " [-3.24158873e+00]\n",
      " [ 6.52449272e-01]\n",
      " [ 7.35267007e-01]\n",
      " [-3.49495453e-01]\n",
      " [-1.33177914e+00]\n",
      " [-2.81313071e-01]\n",
      " [ 2.32530872e+00]\n",
      " [-1.52637632e+00]\n",
      " [ 1.46117616e+00]\n",
      " [ 1.23437104e+00]\n",
      " [ 5.03772772e-01]\n",
      " [ 3.07752174e+00]\n",
      " [ 1.49314828e+00]\n",
      " [ 3.32068399e+00]\n",
      " [-3.54128004e+00]\n",
      " [-2.64026795e+00]\n",
      " [-1.81220395e+00]\n",
      " [-1.44851014e+00]\n",
      " [ 2.80992256e+00]\n",
      " [ 3.48464497e+00]\n",
      " [ 1.95348215e-01]\n",
      " [ 5.79496796e-02]\n",
      " [-2.81038726e+00]\n",
      " [-2.33241381e+00]\n",
      " [-5.28860033e-03]\n",
      " [-3.38381430e-01]\n",
      " [-1.46930123e+00]\n",
      " [ 1.46709983e+00]\n",
      " [ 1.58782351e+00]\n",
      " [-1.76483787e+00]\n",
      " [ 6.64369396e+00]\n",
      " [ 2.52088975e+00]\n",
      " [ 1.35679170e+00]\n",
      " [-9.68449186e-01]\n",
      " [-1.93927739e-01]\n",
      " [-3.35974976e+00]\n",
      " [ 2.59638239e+00]\n",
      " [ 1.29614425e-01]\n",
      " [-3.33066002e+00]\n",
      " [ 7.20585209e-01]\n",
      " [ 1.39946194e+00]\n",
      " [-4.70841577e+00]\n",
      " [ 2.67598003e+00]\n",
      " [ 1.60922320e+00]\n",
      " [ 1.41803608e+00]\n",
      " [-3.79307401e+00]\n",
      " [ 1.00518156e+00]\n",
      " [-4.52099975e+00]\n",
      " [ 2.21701339e+00]\n",
      " [-7.79089386e-01]\n",
      " [ 7.72501928e-01]\n",
      " [ 4.77662356e+00]\n",
      " [-4.89016528e+00]] 2.1441096247292313\n",
      "[[-1.06245615e-01]\n",
      " [-2.84729556e+00]\n",
      " [ 3.53281412e+00]\n",
      " [-8.85987783e+00]\n",
      " [ 1.01024664e-02]\n",
      " [ 1.88542724e+00]\n",
      " [ 1.04006795e+00]\n",
      " [ 2.68062257e-01]\n",
      " [ 2.46899521e+00]\n",
      " [-2.66394177e+00]\n",
      " [-2.28375405e+00]\n",
      " [ 2.05764499e-01]\n",
      " [-3.62422798e+00]\n",
      " [ 3.39349404e+00]\n",
      " [ 3.83704122e+00]\n",
      " [ 6.48267348e-01]\n",
      " [-2.32466509e+00]\n",
      " [-3.24630856e+00]\n",
      " [ 6.46943437e-01]\n",
      " [ 7.37754545e-01]\n",
      " [-3.47052450e-01]\n",
      " [-1.33296113e+00]\n",
      " [-2.85307765e-01]\n",
      " [ 2.32380259e+00]\n",
      " [-1.52856042e+00]\n",
      " [ 1.46471572e+00]\n",
      " [ 1.23954917e+00]\n",
      " [ 5.00888234e-01]\n",
      " [ 3.08666960e+00]\n",
      " [ 1.49277666e+00]\n",
      " [ 3.33110768e+00]\n",
      " [-3.55080107e+00]\n",
      " [-2.64883992e+00]\n",
      " [-1.81906944e+00]\n",
      " [-1.45240193e+00]\n",
      " [ 2.82437406e+00]\n",
      " [ 3.49576559e+00]\n",
      " [ 1.93262328e-01]\n",
      " [ 5.56872654e-02]\n",
      " [-2.81459766e+00]\n",
      " [-2.34098430e+00]\n",
      " [-2.47307366e-03]\n",
      " [-3.38489037e-01]\n",
      " [-1.46710046e+00]\n",
      " [ 1.47170359e+00]\n",
      " [ 1.58965830e+00]\n",
      " [-1.76773069e+00]\n",
      " [ 6.65675573e+00]\n",
      " [ 2.51910124e+00]\n",
      " [ 1.35789723e+00]\n",
      " [-9.68703869e-01]\n",
      " [-1.98540985e-01]\n",
      " [-3.36720681e+00]\n",
      " [ 2.60153463e+00]\n",
      " [ 1.26330831e-01]\n",
      " [-3.33423541e+00]\n",
      " [ 7.31898134e-01]\n",
      " [ 1.39936798e+00]\n",
      " [-4.71988463e+00]\n",
      " [ 2.68110151e+00]\n",
      " [ 1.60956293e+00]\n",
      " [ 1.42065073e+00]\n",
      " [-3.80931210e+00]\n",
      " [ 1.00219559e+00]\n",
      " [-4.52971792e+00]\n",
      " [ 2.21907996e+00]\n",
      " [-7.79622210e-01]\n",
      " [ 7.76382004e-01]\n",
      " [ 4.77751160e+00]\n",
      " [-4.90563214e+00]] 2.139072238496139\n",
      "[[-1.00425174e-01]\n",
      " [-2.84789806e+00]\n",
      " [ 3.53419444e+00]\n",
      " [-8.86959447e+00]\n",
      " [ 8.18889599e-03]\n",
      " [ 1.89779163e+00]\n",
      " [ 1.05331723e+00]\n",
      " [ 2.72937988e-01]\n",
      " [ 2.47248494e+00]\n",
      " [-2.66439505e+00]\n",
      " [-2.28750066e+00]\n",
      " [ 2.03114553e-01]\n",
      " [-3.62723924e+00]\n",
      " [ 3.39946522e+00]\n",
      " [ 3.84984236e+00]\n",
      " [ 6.43376028e-01]\n",
      " [-2.33055944e+00]\n",
      " [-3.25092156e+00]\n",
      " [ 6.41428900e-01]\n",
      " [ 7.40216399e-01]\n",
      " [-3.44623079e-01]\n",
      " [-1.33407577e+00]\n",
      " [-2.89346423e-01]\n",
      " [ 2.32225101e+00]\n",
      " [-1.53067160e+00]\n",
      " [ 1.46818976e+00]\n",
      " [ 1.24462775e+00]\n",
      " [ 4.98000054e-01]\n",
      " [ 3.09564792e+00]\n",
      " [ 1.49235251e+00]\n",
      " [ 3.34135900e+00]\n",
      " [-3.56016388e+00]\n",
      " [-2.65728811e+00]\n",
      " [-1.82576919e+00]\n",
      " [-1.45627193e+00]\n",
      " [ 2.83865020e+00]\n",
      " [ 3.50669771e+00]\n",
      " [ 1.91162430e-01]\n",
      " [ 5.34622929e-02]\n",
      " [-2.81869937e+00]\n",
      " [-2.34942877e+00]\n",
      " [ 3.52706487e-04]\n",
      " [-3.38583384e-01]\n",
      " [-1.46483160e+00]\n",
      " [ 1.47621388e+00]\n",
      " [ 1.59141274e+00]\n",
      " [-1.77058832e+00]\n",
      " [ 6.66956875e+00]\n",
      " [ 2.51722158e+00]\n",
      " [ 1.35896274e+00]\n",
      " [-9.68935111e-01]\n",
      " [-2.03140473e-01]\n",
      " [-3.37453726e+00]\n",
      " [ 2.60658091e+00]\n",
      " [ 1.23048332e-01]\n",
      " [-3.33771497e+00]\n",
      " [ 7.43099659e-01]\n",
      " [ 1.39925842e+00]\n",
      " [-4.73110788e+00]\n",
      " [ 2.68612479e+00]\n",
      " [ 1.60983477e+00]\n",
      " [ 1.42321967e+00]\n",
      " [-3.82536077e+00]\n",
      " [ 9.99219996e-01]\n",
      " [-4.53826160e+00]\n",
      " [ 2.22111181e+00]\n",
      " [-7.80155900e-01]\n",
      " [ 7.80210530e-01]\n",
      " [ 4.77826763e+00]\n",
      " [-4.92088199e+00]] 2.1341892778005636\n",
      "[[-9.46144894e-02]\n",
      " [-2.84842703e+00]\n",
      " [ 3.53547904e+00]\n",
      " [-8.87898148e+00]\n",
      " [ 6.30619547e-03]\n",
      " [ 1.91006781e+00]\n",
      " [ 1.06643406e+00]\n",
      " [ 2.77771868e-01]\n",
      " [ 2.47589309e+00]\n",
      " [-2.66475104e+00]\n",
      " [-2.29118497e+00]\n",
      " [ 2.00460729e-01]\n",
      " [-3.63013960e+00]\n",
      " [ 3.40528436e+00]\n",
      " [ 3.86245570e+00]\n",
      " [ 6.38478934e-01]\n",
      " [-2.33639504e+00]\n",
      " [-3.25543074e+00]\n",
      " [ 6.35907180e-01]\n",
      " [ 7.42653000e-01]\n",
      " [-3.42207588e-01]\n",
      " [-1.33512496e+00]\n",
      " [-2.93427684e-01]\n",
      " [ 2.32065670e+00]\n",
      " [-1.53271211e+00]\n",
      " [ 1.47160004e+00]\n",
      " [ 1.24960871e+00]\n",
      " [ 4.95109432e-01]\n",
      " [ 3.10445986e+00]\n",
      " [ 1.49187784e+00]\n",
      " [ 3.35144131e+00]\n",
      " [-3.56937184e+00]\n",
      " [-2.66561531e+00]\n",
      " [-1.83230601e+00]\n",
      " [-1.46012071e+00]\n",
      " [ 2.85275341e+00]\n",
      " [ 3.51744502e+00]\n",
      " [ 1.89049572e-01]\n",
      " [ 5.12742939e-02]\n",
      " [-2.82269534e+00]\n",
      " [-2.35774944e+00]\n",
      " [ 3.18861272e-03]\n",
      " [-3.38665190e-01]\n",
      " [-1.46249744e+00]\n",
      " [ 1.48063275e+00]\n",
      " [ 1.59308918e+00]\n",
      " [-1.77341215e+00]\n",
      " [ 6.68213941e+00]\n",
      " [ 2.51525461e+00]\n",
      " [ 1.35998960e+00]\n",
      " [-9.69143754e-01]\n",
      " [-2.07725645e-01]\n",
      " [-3.38174425e+00]\n",
      " [ 2.61152388e+00]\n",
      " [ 1.19767755e-01]\n",
      " [-3.34110197e+00]\n",
      " [ 7.54189864e-01]\n",
      " [ 1.39913468e+00]\n",
      " [-4.74209081e+00]\n",
      " [ 2.69105242e+00]\n",
      " [ 1.61004111e+00]\n",
      " [ 1.42574426e+00]\n",
      " [-3.84122287e+00]\n",
      " [ 9.96255827e-01]\n",
      " [-4.54663560e+00]\n",
      " [ 2.22311092e+00]\n",
      " [-7.80690771e-01]\n",
      " [ 7.83988245e-01]\n",
      " [ 4.77889790e+00]\n",
      " [-4.93591924e+00]] 2.129414904244106\n",
      "[[-8.88142755e-02]\n",
      " [-2.84888569e+00]\n",
      " [ 3.53667170e+00]\n",
      " [-8.88804917e+00]\n",
      " [ 4.45406789e-03]\n",
      " [ 1.92225651e+00]\n",
      " [ 1.07941904e+00]\n",
      " [ 2.82563888e-01]\n",
      " [ 2.47922242e+00]\n",
      " [-2.66501313e+00]\n",
      " [-2.29480926e+00]\n",
      " [ 1.97803885e-01]\n",
      " [-3.63293280e+00]\n",
      " [ 3.41095535e+00]\n",
      " [ 3.87488516e+00]\n",
      " [ 6.33577469e-01]\n",
      " [-2.34217345e+00]\n",
      " [-3.25983897e+00]\n",
      " [ 6.30379732e-01]\n",
      " [ 7.45064765e-01]\n",
      " [-3.39806196e-01]\n",
      " [-1.33611055e+00]\n",
      " [-2.97550201e-01]\n",
      " [ 2.31902227e+00]\n",
      " [-1.53468413e+00]\n",
      " [ 1.47494828e+00]\n",
      " [ 1.25449395e+00]\n",
      " [ 4.92217516e-01]\n",
      " [ 3.11310856e+00]\n",
      " [ 1.49135454e+00]\n",
      " [ 3.36135792e+00]\n",
      " [-3.57842823e+00]\n",
      " [-2.67382427e+00]\n",
      " [-1.83868265e+00]\n",
      " [-1.46394882e+00]\n",
      " [ 2.86668613e+00]\n",
      " [ 3.52801109e+00]\n",
      " [ 1.86924776e-01]\n",
      " [ 4.91227912e-02]\n",
      " [-2.82658840e+00]\n",
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      " [ 6.03451837e-03]\n",
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      " [-9.69330607e-01]\n",
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      " [-3.38883084e+00]\n",
      " [ 2.61636610e+00]\n",
      " [ 1.16489896e-01]\n",
      " [-3.34439954e+00]\n",
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      " [ 1.39899809e+00]\n",
      " [-4.75283857e+00]\n",
      " [ 2.69588686e+00]\n",
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      " [ 1.42822582e+00]\n",
      " [-3.85690120e+00]\n",
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      " [ 2.22507918e+00]\n",
      " [-7.81227106e-01]\n",
      " [ 7.87715879e-01]\n",
      " [ 4.77940844e+00]\n",
      " [-4.95074812e+00]] 2.1247455862880336\n",
      "[[-8.30252152e-02]\n",
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      " [ 3.53777606e+00]\n",
      " [-8.89680749e+00]\n",
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      " [ 1.09227286e+00]\n",
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      " [ 3.41648199e+00]\n",
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      " [ 2.51107348e+00]\n",
      " [ 1.36193251e+00]\n",
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      " [ 2.62111006e+00]\n",
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      " [ 2.70063052e+00]\n",
      " [ 1.61026647e+00]\n",
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      " [-7.81765159e-01]\n",
      " [ 7.91394155e-01]\n",
      " [ 4.77980503e+00]\n",
      " [-4.96537280e+00]] 2.1202464775193333\n",
      "[[-7.72479619e-02]\n",
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      " [ 1.10499620e+00]\n",
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      " [ 7.95023788e-01]\n",
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      " [-4.97979732e+00]] 2.115872196005419\n",
      "[[-7.14831413e-02]\n",
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      " [ 2.96689048e-01]\n",
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      " [ 7.98605482e-01]\n",
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      "[[-6.57313517e-02]\n",
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      "[[-5.99931658e-02]\n",
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      "[[-5.42691313e-02]\n",
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      "[[-4.85597723e-02]\n",
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      " [ 2.62252513e-02]\n",
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      " [ 6.77468223e+00]\n",
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      " [ 2.72731001e+00]\n",
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      " [-5.12631308]] 2.0742139140578106\n",
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      " [ 1.6102779 ]\n",
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      " [ 2.67483579]\n",
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      " [ 9.16734485e-01]\n",
      " [ 1.39613741e+00]\n",
      " [-4.88899153e+00]\n",
      " [ 2.75867600e+00]\n",
      " [ 1.60612416e+00]\n",
      " [ 1.46106131e+00]\n",
      " [-4.07177410e+00]\n",
      " [ 9.51034665e-01]\n",
      " [-4.66094128e+00]\n",
      " [ 2.25194324e+00]\n",
      " [-7.89564257e-01]\n",
      " [ 8.38092029e-01]\n",
      " [ 4.77616474e+00]\n",
      " [-5.15076223e+00]] 2.0676690782675955\n",
      "[[ 2.08819535e-03]\n",
      " [-2.84885724e+00]\n",
      " [ 3.54584785e+00]\n",
      " [-8.99695790e+00]\n",
      " [-2.12872484e-02]\n",
      " [ 2.10596662e+00]\n",
      " [ 1.26988808e+00]\n",
      " [ 3.53613180e-01]\n",
      " [ 2.52371548e+00]\n",
      " [-2.65882968e+00]\n",
      " [-2.34620188e+00]\n",
      " [ 1.55471800e-01]\n",
      " [-3.66563865e+00]\n",
      " [ 3.48433417e+00]\n",
      " [ 4.05159209e+00]\n",
      " [ 5.55493982e-01]\n",
      " [-2.42789138e+00]\n",
      " [-3.31864275e+00]\n",
      " [ 5.42139752e-01]\n",
      " [ 7.80556284e-01]\n",
      " [-3.03391610e-01]\n",
      " [-1.34456226e+00]\n",
      " [-3.68083331e-01]\n",
      " [ 2.28915827e+00]\n",
      " [-1.55848439e+00]\n",
      " [ 1.52130872e+00]\n",
      " [ 1.32107196e+00]\n",
      " [ 4.46537272e-01]\n",
      " [ 3.23159503e+00]\n",
      " [ 1.47769568e+00]\n",
      " [ 3.49990832e+00]\n",
      " [-3.70508302e+00]\n",
      " [-2.79106319e+00]\n",
      " [-1.92108443e+00]\n",
      " [-1.52270723e+00]\n",
      " [ 3.06827881e+00]\n",
      " [ 3.67506938e+00]\n",
      " [ 1.52024691e-01]\n",
      " [ 1.92538181e-02]\n",
      " [-2.87688283e+00]\n",
      " [-2.48220653e+00]\n",
      " [ 5.28253893e-02]\n",
      " [-3.38732537e-01]\n",
      " [-1.41516094e+00]\n",
      " [ 1.54356499e+00]\n",
      " [ 1.61162708e+00]\n",
      " [-1.81732086e+00]\n",
      " [ 6.86406398e+00]\n",
      " [ 2.47161306e+00]\n",
      " [ 1.37262969e+00]\n",
      " [-9.69910290e-01]\n",
      " [-2.83056572e-01]\n",
      " [-3.48799400e+00]\n",
      " [ 2.68194511e+00]\n",
      " [ 6.49612200e-02]\n",
      " [-3.38715264e+00]\n",
      " [ 9.25986178e-01]\n",
      " [ 1.39593097e+00]\n",
      " [-4.89658697e+00]\n",
      " [ 2.76229732e+00]\n",
      " [ 1.60551973e+00]\n",
      " [ 1.46300210e+00]\n",
      " [-4.08485255e+00]\n",
      " [ 9.48375975e-01]\n",
      " [-4.66703858e+00]\n",
      " [ 2.25361271e+00]\n",
      " [-7.90143267e-01]\n",
      " [ 8.41110889e-01]\n",
      " [ 4.77541630e+00]\n",
      " [-5.16275550e+00]] 2.064493416161162\n",
      "[[ 7.62657078e-03]\n",
      " [-2.84851029e+00]\n",
      " [ 3.54593812e+00]\n",
      " [-9.00189453e+00]\n",
      " [-2.26701621e-02]\n",
      " [ 2.11677788e+00]\n",
      " [ 1.28075786e+00]\n",
      " [ 3.57710498e-01]\n",
      " [ 2.52605149e+00]\n",
      " [-2.65792246e+00]\n",
      " [-2.34908411e+00]\n",
      " [ 1.52867710e-01]\n",
      " [-3.66707016e+00]\n",
      " [ 3.48798827e+00]\n",
      " [ 4.06140981e+00]\n",
      " [ 5.50682190e-01]\n",
      " [-2.43288188e+00]\n",
      " [-3.32169082e+00]\n",
      " [ 5.36687083e-01]\n",
      " [ 7.82595575e-01]\n",
      " [-3.01242434e-01]\n",
      " [-1.34470628e+00]\n",
      " [-3.72716800e-01]\n",
      " [ 2.28714803e+00]\n",
      " [-1.55957284e+00]\n",
      " [ 1.52382269e+00]\n",
      " [ 1.32459144e+00]\n",
      " [ 4.43757753e-01]\n",
      " [ 3.23788790e+00]\n",
      " [ 1.47658163e+00]\n",
      " [ 3.50744660e+00]\n",
      " [-3.71198902e+00]\n",
      " [-2.79761869e+00]\n",
      " [-1.92513593e+00]\n",
      " [-1.52623840e+00]\n",
      " [ 3.07965388e+00]\n",
      " [ 3.68303504e+00]\n",
      " [ 1.49825502e-01]\n",
      " [ 1.76457847e-02]\n",
      " [-2.87938462e+00]\n",
      " [-2.48863117e+00]\n",
      " [ 5.58217359e-02]\n",
      " [-3.38688130e-01]\n",
      " [-1.41204371e+00]\n",
      " [ 1.54664527e+00]\n",
      " [ 1.61223275e+00]\n",
      " [-1.81971267e+00]\n",
      " [ 6.87316329e+00]\n",
      " [ 2.46860212e+00]\n",
      " [ 1.37314355e+00]\n",
      " [-9.69824852e-01]\n",
      " [-2.87314600e-01]\n",
      " [-3.49341923e+00]\n",
      " [ 2.68539760e+00]\n",
      " [ 6.18265110e-02]\n",
      " [-3.38931188e+00]\n",
      " [ 9.35134729e-01]\n",
      " [ 1.39572626e+00]\n",
      " [-4.90401854e+00]\n",
      " [ 2.76585713e+00]\n",
      " [ 1.60488229e+00]\n",
      " [ 1.46491661e+00]\n",
      " [-4.09778748e+00]\n",
      " [ 9.45739452e-01]\n",
      " [-4.67303124e+00]\n",
      " [ 2.25527253e+00]\n",
      " [-7.90725248e-01]\n",
      " [ 8.44090792e-01]\n",
      " [ 4.77462167e+00]\n",
      " [-5.17459827e+00]] 2.0613798403333012\n",
      "[[ 0.01314583]\n",
      " [-2.84813406]\n",
      " [ 3.54598486]\n",
      " [-9.00665064]\n",
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      " [ 2.12751441]\n",
      " [ 1.29151188]\n",
      " [ 0.36176874]\n",
      " [ 2.52834557]\n",
      " [-2.65696678]\n",
      " [-2.35193565]\n",
      " [ 0.15027148]\n",
      " [-3.6684431 ]\n",
      " [ 3.49154843]\n",
      " [ 4.07109991]\n",
      " [ 0.54588287]\n",
      " [-2.4378345 ]\n",
      " [-3.32467563]\n",
      " [ 0.53124648]\n",
      " [ 0.78461525]\n",
      " [-0.29910792]\n",
      " [-1.34481264]\n",
      " [-0.37737015]\n",
      " [ 2.28512923]\n",
      " [-1.56062309]\n",
      " [ 1.52629842]\n",
      " [ 1.32804431]\n",
      " [ 0.44099071]\n",
      " [ 3.24406382]\n",
      " [ 1.47544386]\n",
      " [ 3.51486737]\n",
      " [-3.71878978]\n",
      " [-2.80409479]\n",
      " [-1.92907238]\n",
      " [-1.52975414]\n",
      " [ 3.09089684]\n",
      " [ 3.69087239]\n",
      " [ 0.14762804]\n",
      " [ 0.01606518]\n",
      " [-2.88182189]\n",
      " [-2.49496657]\n",
      " [ 0.05882574]\n",
      " [-0.33864107]\n",
      " [-1.40890063]\n",
      " [ 1.54966599]\n",
      " [ 1.61279431]\n",
      " [-1.82208757]\n",
      " [ 6.88210995]\n",
      " [ 2.46555641]\n",
      " [ 1.37363683]\n",
      " [-0.96972795]\n",
      " [-0.29155181]\n",
      " [-3.49876542]\n",
      " [ 2.68878393]\n",
      " [ 0.05870466]\n",
      " [-3.39142184]\n",
      " [ 0.94418084]\n",
      " [ 1.3955238 ]\n",
      " [-4.91128962]\n",
      " [ 2.7693568 ]\n",
      " [ 1.60421319]\n",
      " [ 1.46680554]\n",
      " [-4.1105809 ]\n",
      " [ 0.94312536]\n",
      " [-4.67892193]\n",
      " [ 2.25692346]\n",
      " [-0.79131016]\n",
      " [ 0.84703232]\n",
      " [ 4.77378383]\n",
      " [-5.18629325]] 2.0583466584204375\n",
      "[[ 0.01864566]\n",
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      " [ 3.54598992]\n",
      " [-9.01123187]\n",
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      " [ 2.13817689]\n",
      " [ 1.30215117]\n",
      " [ 0.36578818]\n",
      " [ 2.53059916]\n",
      " [-2.65596445]\n",
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      " [ 0.14768349]\n",
      " [-3.66975936]\n",
      " [ 3.49501693]\n",
      " [ 4.08066484]\n",
      " [ 0.54109658]\n",
      " [-2.44274997]\n",
      " [-3.32759866]\n",
      " [ 0.52581858]\n",
      " [ 0.78661551]\n",
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      " [-1.34488246]\n",
      " [-0.38204236]\n",
      " [ 2.28310294]\n",
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      " [ 1.52873691]\n",
      " [ 1.33143194]\n",
      " [ 0.4382366 ]\n",
      " [ 3.25012489]\n",
      " [ 1.47428335]\n",
      " [ 3.5221728 ]\n",
      " [-3.72548729]\n",
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      " [-1.932896  ]\n",
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      " [ 3.10200955]\n",
      " [ 3.6985838 ]\n",
      " [ 0.14543284]\n",
      " [ 0.0145115 ]\n",
      " [-2.88419623]\n",
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      " [ 0.06183727]\n",
      " [-0.33859171]\n",
      " [-1.4057332 ]\n",
      " [ 1.5526285 ]\n",
      " [ 1.6133131 ]\n",
      " [-1.82444607]\n",
      " [ 6.89090741]\n",
      " [ 2.46247786]\n",
      " [ 1.37411015]\n",
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      " [-3.50403429]\n",
      " [ 2.69210552]\n",
      " [ 0.05559605]\n",
      " [-3.39348405]\n",
      " [ 0.95312523]\n",
      " [ 1.39532405]\n",
      " [-4.91840352]\n",
      " [ 2.77279769]\n",
      " [ 1.6035137 ]\n",
      " [ 1.46866959]\n",
      " [-4.12323477]\n",
      " [ 0.94053394]\n",
      " [-4.6847132 ]\n",
      " [ 2.25856622]\n",
      " [-0.79189795]\n",
      " [ 0.84993603]\n",
      " [ 4.77290562]\n",
      " [-5.19784305]] 2.0554437919516433\n",
      "[[ 0.02412579]\n",
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      " [ 3.54595505]\n",
      " [-9.01564367]\n",
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      " [ 2.148766  ]\n",
      " [ 1.3126768 ]\n",
      " [ 0.36976908]\n",
      " [ 2.5328137 ]\n",
      " [-2.65491724]\n",
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      " [ 0.14510414]\n",
      " [-3.67102076]\n",
      " [ 3.49839599]\n",
      " [ 4.09010704]\n",
      " [ 0.53632389]\n",
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      " [ 0.52040397]\n",
      " [ 0.78859654]\n",
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      " [-1.34491679]\n",
      " [-0.38673246]\n",
      " [ 2.28107023]\n",
      " [-1.56261404]\n",
      " [ 1.53113914]\n",
      " [ 1.33475565]\n",
      " [ 0.43549587]\n",
      " [ 3.25607318]\n",
      " [ 1.47310103]\n",
      " [ 3.529365  ]\n",
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      " [ 3.11299384]\n",
      " [ 3.70617162]\n",
      " [ 0.14324042]\n",
      " [ 0.01298428]\n",
      " [-2.88650916]\n",
      " [-2.50737549]\n",
      " [ 0.06485618]\n",
      " [-0.33854039]\n",
      " [-1.40254284]\n",
      " [ 1.55553411]\n",
      " [ 1.61379041]\n",
      " [-1.82678867]\n",
      " [ 6.89955897]\n",
      " [ 2.45936831]\n",
      " [ 1.37456414]\n",
      " [-0.96950132]\n",
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      " [ 2.69536374]\n",
      " [ 0.05250102]\n",
      " [-3.39549999]\n",
      " [ 0.96196863]\n",
      " [ 1.39512743]\n",
      " [-4.92536348]\n",
      " [ 2.77618108]\n",
      " [ 1.60278508]\n",
      " [ 1.47050941]\n",
      " [-4.135751  ]\n",
      " [ 0.9379654 ]\n",
      " [-4.69040756]\n",
      " [ 2.26020149]\n",
      " [-0.79248857]\n",
      " [ 0.85280249]\n",
      " [ 4.77198979]\n",
      " [-5.20925027]] 2.0525979861168153\n",
      "[[ 0.02958593]\n",
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      " [ 3.54588197]\n",
      " [-9.01989135]\n",
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      " [ 2.15928241]\n",
      " [ 1.32308983]\n",
      " [ 0.37371171]\n",
      " [ 2.53499054]\n",
      " [-2.65382684]\n",
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      " [ 0.14253379]\n",
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      " [ 3.50168777]\n",
      " [ 4.09942886]\n",
      " [ 0.53156531]\n",
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      " [ 0.51500322]\n",
      " [ 0.79055853]\n",
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      " [ 2.27903208]\n",
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      " [ 1.53350605]\n",
      " [ 1.33801673]\n",
      " [ 0.43276893]\n",
      " [ 3.26191071]\n",
      " [ 1.4718978 ]\n",
      " [ 3.53644603]\n",
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      " [-1.54021006]\n",
      " [ 3.1238515 ]\n",
      " [ 3.71363813]\n",
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      " [ 0.01148302]\n",
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      " [-0.33848744]\n",
      " [-1.39933094]\n",
      " [ 1.5583841 ]\n",
      " [ 1.61422751]\n",
      " [-1.82911585]\n",
      " [ 6.90806786]\n",
      " [ 2.45622954]\n",
      " [ 1.37499939]\n",
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      " [ 2.69855993]\n",
      " [ 0.04941993]\n",
      " [-3.39747106]\n",
      " [ 0.97071178]\n",
      " [ 1.39493435]\n",
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      " [ 2.77950823]\n",
      " [ 1.60202856]\n",
      " [ 1.47232567]\n",
      " [-4.1481315 ]\n",
      " [ 0.93541994]\n",
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      " [ 2.26182991]\n",
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      " [ 0.85563225]\n",
      " [ 4.77103897]\n",
      " [-5.22051739]] 2.0498076774352993\n",
      "[[ 0.03502582]\n",
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      " [ 3.54577232]\n",
      " [-9.02398005]\n",
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      " [ 2.16972677]\n",
      " [ 1.33339132]\n",
      " [ 0.37761635]\n",
      " [ 2.53713102]\n",
      " [-2.65269488]\n",
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      " [ 0.13997278]\n",
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      " [ 3.50489438]\n",
      " [ 4.1086326 ]\n",
      " [ 0.52682133]\n",
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      " [ 0.79250168]\n",
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      " [-0.3961624 ]\n",
      " [ 2.27698946]\n",
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      " [ 1.53583855]\n",
      " [ 1.34121646]\n",
      " [ 0.43005618]\n",
      " [ 3.26763945]\n",
      " [ 1.47067452]\n",
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      " [ 3.13458433]\n",
      " [ 3.72098555]\n",
      " [ 0.13886587]\n",
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      " [ 1.56117973]\n",
      " [ 1.6146256 ]\n",
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      " [ 6.91643722]\n",
      " [ 2.45306327]\n",
      " [ 1.37541647]\n",
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      " [ 2.70169538]\n",
      " [ 0.0463531 ]\n",
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      " [ 0.97935544]\n",
      " [ 1.39474521]\n",
      " [-4.93883411]\n",
      " [ 2.78278038]\n",
      " [ 1.60124531]\n",
      " [ 1.47411897]\n",
      " [-4.16037811]\n",
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      " [-4.70151511]\n",
      " [ 2.2634521 ]\n",
      " [-0.79367801]\n",
      " [ 0.85842584]\n",
      " [ 4.77005568]\n",
      " [-5.23164689]] 2.047120933661059\n",
      "[[ 4.04452202e-02]\n",
      " [-2.84586641e+00]\n",
      " [ 3.54562767e+00]\n",
      " [-9.02791473e+00]\n",
      " [-3.04651743e-02]\n",
      " [ 2.18009976e+00]\n",
      " [ 1.34358234e+00]\n",
      " [ 3.81483301e-01]\n",
      " [ 2.53923642e+00]\n",
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      " [-2.36577089e+00]\n",
      " [ 1.37421440e-01]\n",
      " [-3.67449307e+00]\n",
      " [ 3.50801787e+00]\n",
      " [ 4.11772051e+00]\n",
      " [ 5.22092408e-01]\n",
      " [-2.46205398e+00]\n",
      " [-3.33870088e+00]\n",
      " [ 5.04245495e-01]\n",
      " [ 7.94426139e-01]\n",
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      " [-4.00900369e-01]\n",
      " [ 2.27494326e+00]\n",
      " [-1.56534448e+00]\n",
      " [ 1.53813753e+00]\n",
      " [ 1.34435608e+00]\n",
      " [ 4.27357969e-01]\n",
      " [ 3.27326134e+00]\n",
      " [ 1.46943202e+00]\n",
      " [ 3.55028265e+00]\n",
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      " [-2.83534135e+00]\n",
      " [-1.94710545e+00]\n",
      " [-1.54710570e+00]\n",
      " [ 3.14519406e+00]\n",
      " [ 3.72821609e+00]\n",
      " [ 1.36684680e-01]\n",
      " [ 8.55652599e-03]\n",
      " [-2.89309419e+00]\n",
      " [-2.52535541e+00]\n",
      " [ 7.39557877e-02]\n",
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      " [-1.39284790e+00]\n",
      " [ 1.56392223e+00]\n",
      " [ 1.61498590e+00]\n",
      " [-1.83372566e+00]\n",
      " [ 6.92467009e+00]\n",
      " [ 2.44987115e+00]\n",
      " [ 1.37581595e+00]\n",
      " [-9.69084861e-01]\n",
      " [-3.12419921e-01]\n",
      " [-3.52436884e+00]\n",
      " [ 2.70477134e+00]\n",
      " [ 4.33008397e-02]\n",
      " [-3.40128407e+00]\n",
      " [ 9.87900386e-01]\n",
      " [ 1.39456034e+00]\n",
      " [-4.94535089e+00]\n",
      " [ 2.78599870e+00]\n",
      " [ 1.60043647e+00]\n",
      " [ 1.47588994e+00]\n",
      " [-4.17249266e+00]\n",
      " [ 9.30398932e-01]\n",
      " [-4.70693291e+00]\n",
      " [ 2.26506862e+00]\n",
      " [-7.94276682e-01]\n",
      " [ 8.61183817e-01]\n",
      " [ 4.76904236e+00]\n",
      " [-5.24264114e+00]] 2.0445784981839648\n",
      "[[ 4.58438815e-02]\n",
      " [-2.84534538e+00]\n",
      " [ 3.54544955e+00]\n",
      " [-9.03170021e+00]\n",
      " [-3.16837719e-02]\n",
      " [ 2.19040203e+00]\n",
      " [ 1.35366396e+00]\n",
      " [ 3.85312845e-01]\n",
      " [ 2.54130796e+00]\n",
      " [-2.65031261e+00]\n",
      " [-2.36846047e+00]\n",
      " [ 1.34880090e-01]\n",
      " [-3.67555200e+00]\n",
      " [ 3.51106023e+00]\n",
      " [ 4.12669480e+00]\n",
      " [ 5.17378999e-01]\n",
      " [-2.46679371e+00]\n",
      " [-3.34133556e+00]\n",
      " [ 4.98889523e-01]\n",
      " [ 7.96332092e-01]\n",
      " [-2.86603019e-01]\n",
      " [-1.34471966e+00]\n",
      " [-4.05652436e-01]\n",
      " [ 2.27289435e+00]\n",
      " [-1.56619089e+00]\n",
      " [ 1.54040386e+00]\n",
      " [ 1.34743682e+00]\n",
      " [ 4.24674662e-01]\n",
      " [ 3.27877829e+00]\n",
      " [ 1.46817112e+00]\n",
      " [ 3.55704215e+00]\n",
      " [-3.75749281e+00]\n",
      " [-2.84137477e+00]\n",
      " [-1.95039711e+00]\n",
      " [-1.55053131e+00]\n",
      " [ 3.15568241e+00]\n",
      " [ 3.73533188e+00]\n",
      " [ 1.34508135e-01]\n",
      " [ 7.13035203e-03]\n",
      " [-2.89517596e+00]\n",
      " [-2.53118527e+00]\n",
      " [ 7.70028122e-02]\n",
      " [-3.38321811e-01]\n",
      " [-1.38957931e+00]\n",
      " [ 1.56661279e+00]\n",
      " [ 1.61530954e+00]\n",
      " [-1.83600912e+00]\n",
      " [ 6.93276943e+00]\n",
      " [ 2.44665479e+00]\n",
      " [ 1.37619835e+00]\n",
      " [-9.68927030e-01]\n",
      " [-3.16529019e-01]\n",
      " [-3.52927496e+00]\n",
      " [ 2.70778903e+00]\n",
      " [ 4.02634453e-02]\n",
      " [-3.40312860e+00]\n",
      " [ 9.96347387e-01]\n",
      " [ 1.39438010e+00]\n",
      " [-4.95172595e+00]\n",
      " [ 2.78916434e+00]\n",
      " [ 1.59960315e+00]\n",
      " [ 1.47763914e+00]\n",
      " [-4.18447695e+00]\n",
      " [ 9.27923661e-01]\n",
      " [-4.71226303e+00]\n",
      " [ 2.26668002e+00]\n",
      " [-7.94877881e-01]\n",
      " [ 8.63906690e-01]\n",
      " [ 4.76800131e+00]\n",
      " [-5.25350249e+00]] 2.0420865294274377\n",
      "[[ 5.12215822e-02]\n",
      " [-2.84480488e+00]\n",
      " [ 3.54523943e+00]\n",
      " [-9.03534118e+00]\n",
      " [-3.28802422e-02]\n",
      " [ 2.20063422e+00]\n",
      " [ 1.36363726e+00]\n",
      " [ 3.89105279e-01]\n",
      " [ 2.54334686e+00]\n",
      " [-2.64906532e+00]\n",
      " [-2.37112641e+00]\n",
      " [ 1.32349029e-01]\n",
      " [-3.67656428e+00]\n",
      " [ 3.51402340e+00]\n",
      " [ 4.13555760e+00]\n",
      " [ 5.12681516e-01]\n",
      " [-2.47150013e+00]\n",
      " [-3.34391636e+00]\n",
      " [ 4.93549448e-01]\n",
      " [ 7.98219701e-01]\n",
      " [-2.84568159e-01]\n",
      " [-1.34459164e+00]\n",
      " [-4.10417708e-01]\n",
      " [ 2.27084355e+00]\n",
      " [-1.56700723e+00]\n",
      " [ 1.54263838e+00]\n",
      " [ 1.35045988e+00]\n",
      " [ 4.22006581e-01]\n",
      " [ 3.28419217e+00]\n",
      " [ 1.46689259e+00]\n",
      " [ 3.56369833e+00]\n",
      " [-3.76361021e+00]\n",
      " [-2.84733967e+00]\n",
      " [-1.95358860e+00]\n",
      " [-1.55394222e+00]\n",
      " [ 3.16605110e+00]\n",
      " [ 3.74233502e+00]\n",
      " [ 1.32336659e-01]\n",
      " [ 5.72828007e-03]\n",
      " [-2.89720334e+00]\n",
      " [-2.53693560e+00]\n",
      " [ 8.00565083e-02]\n",
      " [-3.38265303e-01]\n",
      " [-1.38629431e+00]\n",
      " [ 1.56925260e+00]\n",
      " [ 1.61559766e+00]\n",
      " [-1.83827880e+00]\n",
      " [ 6.94073811e+00]\n",
      " [ 2.44341573e+00]\n",
      " [ 1.37656418e+00]\n",
      " [-9.68760238e-01]\n",
      " [-3.20616348e-01]\n",
      " [-3.53411301e+00]\n",
      " [ 2.71074965e+00]\n",
      " [ 3.72412020e-02]\n",
      " [-3.40493345e+00]\n",
      " [ 1.00469723e+00]\n",
      " [ 1.39420479e+00]\n",
      " [-4.95796217e+00]\n",
      " [ 2.79227842e+00]\n",
      " [ 1.59874643e+00]\n",
      " [ 1.47936715e+00]\n",
      " [-4.19633274e+00]\n",
      " [ 9.25472039e-01]\n",
      " [-4.71750761e+00]\n",
      " [ 2.26828681e+00]\n",
      " [-7.95481517e-01]\n",
      " [ 8.66594980e-01]\n",
      " [ 4.76693476e+00]\n",
      " [-5.26423323e+00]] 2.039643658442828\n",
      "[[ 5.65781077e-02]\n",
      " [-2.84424610e+00]\n",
      " [ 3.54499872e+00]\n",
      " [-9.03884216e+00]\n",
      " [-3.40549144e-02]\n",
      " [ 2.21079700e+00]\n",
      " [ 1.37350331e+00]\n",
      " [ 3.92860902e-01]\n",
      " [ 2.54535426e+00]\n",
      " [-2.64778253e+00]\n",
      " [-2.37376956e+00]\n",
      " [ 1.29828543e-01]\n",
      " [-3.67753137e+00]\n",
      " [ 3.51690926e+00]\n",
      " [ 4.14431102e+00]\n",
      " [ 5.08000355e-01]\n",
      " [-2.47617380e+00]\n",
      " [-3.34644448e+00]\n",
      " [ 4.88225719e-01]\n",
      " [ 8.00089128e-01]\n",
      " [-2.82547039e-01]\n",
      " [-1.34443397e+00]\n",
      " [-4.15195307e-01]\n",
      " [ 2.26879163e+00]\n",
      " [-1.56779454e+00]\n",
      " [ 1.54484190e+00]\n",
      " [ 1.35342643e+00]\n",
      " [ 4.19354037e-01]\n",
      " [ 3.28950479e+00]\n",
      " [ 1.46559718e+00]\n",
      " [ 3.57025303e+00]\n",
      " [-3.76963708e+00]\n",
      " [-2.85323746e+00]\n",
      " [-1.95668193e+00]\n",
      " [-1.55733851e+00]\n",
      " [ 3.17630177e+00]\n",
      " [ 3.74922757e+00]\n",
      " [ 1.30170659e-01]\n",
      " [ 4.34985706e-03]\n",
      " [-2.89917763e+00]\n",
      " [-2.54260769e+00]\n",
      " [ 8.31167315e-02]\n",
      " [-3.38208595e-01]\n",
      " [-1.38299408e+00]\n",
      " [ 1.57184279e+00]\n",
      " [ 1.61585136e+00]\n",
      " [-1.84053506e+00]\n",
      " [ 6.94857891e+00]\n",
      " [ 2.44015545e+00]\n",
      " [ 1.37691395e+00]\n",
      " [-9.68584795e-01]\n",
      " [-3.24681820e-01]\n",
      " [-3.53888438e+00]\n",
      " [ 2.71365435e+00]\n",
      " [ 3.42343797e-02]\n",
      " [-3.40669981e+00]\n",
      " [ 1.01295072e+00]\n",
      " [ 1.39403469e+00]\n",
      " [-4.96406237e+00]\n",
      " [ 2.79534202e+00]\n",
      " [ 1.59786734e+00]\n",
      " [ 1.48107451e+00]\n",
      " [-4.20806177e+00]\n",
      " [ 9.23044164e-01]\n",
      " [-4.72266871e+00]\n",
      " [ 2.26988947e+00]\n",
      " [-7.96087496e-01]\n",
      " [ 8.69249196e-01]\n",
      " [ 4.76584486e+00]\n",
      " [-5.27483558e+00]] 2.037248562999945\n",
      "[[ 6.19132539e-02]\n",
      " [-2.84367021e+00]\n",
      " [ 3.54472877e+00]\n",
      " [-9.04220755e+00]\n",
      " [-3.52081145e-02]\n",
      " [ 2.22089099e+00]\n",
      " [ 1.38326318e+00]\n",
      " [ 3.96580019e-01]\n",
      " [ 2.54733129e+00]\n",
      " [-2.64646562e+00]\n",
      " [-2.37639076e+00]\n",
      " [ 1.27318905e-01]\n",
      " [-3.67845470e+00]\n",
      " [ 3.51971965e+00]\n",
      " [ 4.15295711e+00]\n",
      " [ 5.03335888e-01]\n",
      " [-2.48081527e+00]\n",
      " [-3.34892103e+00]\n",
      " [ 4.82918761e-01]\n",
      " [ 8.01940527e-01]\n",
      " [-2.80539523e-01]\n",
      " [-1.34424754e+00]\n",
      " [-4.19984375e-01]\n",
      " [ 2.26673935e+00]\n",
      " [-1.56855380e+00]\n",
      " [ 1.54701522e+00]\n",
      " [ 1.35633762e+00]\n",
      " [ 4.16717318e-01]\n",
      " [ 3.29471796e+00]\n",
      " [ 1.46428560e+00]\n",
      " [ 3.57670809e+00]\n",
      " [-3.77557507e+00]\n",
      " [-2.85906951e+00]\n",
      " [-1.95967908e+00]\n",
      " [-1.56072024e+00]\n",
      " [ 3.18643610e+00]\n",
      " [ 3.75601155e+00]\n",
      " [ 1.28010524e-01]\n",
      " [ 2.99463587e-03]\n",
      " [-2.90110007e+00]\n",
      " [-2.54820280e+00]\n",
      " [ 8.61833366e-02]\n",
      " [-3.38151939e-01]\n",
      " [-1.37967975e+00]\n",
      " [ 1.57438449e+00]\n",
      " [ 1.61607168e+00]\n",
      " [-1.84277823e+00]\n",
      " [ 6.95629455e+00]\n",
      " [ 2.43687539e+00]\n",
      " [ 1.37724812e+00]\n",
      " [-9.68401003e-01]\n",
      " [-3.28725354e-01]\n",
      " [-3.54359043e+00]\n",
      " [ 2.71650423e+00]\n",
      " [ 3.12432354e-02]\n",
      " [-3.40842881e+00]\n",
      " [ 1.02110864e+00]\n",
      " [ 1.39387007e+00]\n",
      " [-4.97002932e+00]\n",
      " [ 2.79835620e+00]\n",
      " [ 1.59696691e+00]\n",
      " [ 1.48276175e+00]\n",
      " [-4.21966572e+00]\n",
      " [ 9.20640116e-01]\n",
      " [-4.72774835e+00]\n",
      " [ 2.27148846e+00]\n",
      " [-7.96695721e-01]\n",
      " [ 8.71869840e-01]\n",
      " [ 4.76473365e+00]\n",
      " [-5.28531172e+00]] 2.0348999656277895\n",
      "[[ 6.72268276e-02]\n",
      " [-2.84307831e+00]\n",
      " [ 3.54443088e+00]\n",
      " [-9.04544160e+00]\n",
      " [-3.63401655e-02]\n",
      " [ 2.23091684e+00]\n",
      " [ 1.39291795e+00]\n",
      " [ 4.00262936e-01]\n",
      " [ 2.54927902e+00]\n",
      " [-2.64511595e+00]\n",
      " [-2.37899080e+00]\n",
      " [ 1.24820372e-01]\n",
      " [-3.67933565e+00]\n",
      " [ 3.52245636e+00]\n",
      " [ 4.16149786e+00]\n",
      " [ 4.98688469e-01]\n",
      " [-2.48542507e+00]\n",
      " [-3.35134713e+00]\n",
      " [ 4.77628981e-01]\n",
      " [ 8.03774051e-01]\n",
      " [-2.78545468e-01]\n",
      " [-1.34403322e+00]\n",
      " [-4.24784072e-01]\n",
      " [ 2.26468741e+00]\n",
      " [-1.56928599e+00]\n",
      " [ 1.54915912e+00]\n",
      " [ 1.35919457e+00]\n",
      " [ 4.14096696e-01]\n",
      " [ 3.29983344e+00]\n",
      " [ 1.46295857e+00]\n",
      " [ 3.58306529e+00]\n",
      " [-3.78142578e+00]\n",
      " [-2.86483715e+00]\n",
      " [-1.96258198e+00]\n",
      " [-1.56408749e+00]\n",
      " [ 3.19645568e+00]\n",
      " [ 3.76268892e+00]\n",
      " [ 1.25856627e-01]\n",
      " [ 1.66217538e-03]\n",
      " [-2.90297188e+00]\n",
      " [-2.55372215e+00]\n",
      " [ 8.92561776e-02]\n",
      " [-3.38095575e-01]\n",
      " [-1.37635244e+00]\n",
      " [ 1.57687880e+00]\n",
      " [ 1.61625968e+00]\n",
      " [-1.84500863e+00]\n",
      " [ 6.96388767e+00]\n",
      " [ 2.43357694e+00]\n",
      " [ 1.37756717e+00]\n",
      " [-9.68209150e-01]\n",
      " [-3.32746881e-01]\n",
      " [-3.54823247e+00]\n",
      " [ 2.71930040e+00]\n",
      " [ 2.82680135e-02]\n",
      " [-3.41012156e+00]\n",
      " [ 1.02917182e+00]\n",
      " [ 1.39371119e+00]\n",
      " [-4.97586572e+00]\n",
      " [ 2.80132197e+00]\n",
      " [ 1.59604610e+00]\n",
      " [ 1.48442938e+00]\n",
      " [-4.23114629e+00]\n",
      " [ 9.18259961e-01]\n",
      " [-4.73274848e+00]\n",
      " [ 2.27308420e+00]\n",
      " [-7.97306090e-01]\n",
      " [ 8.74457404e-01]\n",
      " [ 4.76360309e+00]\n",
      " [-5.29566379e+00]] 2.0325966317519018\n",
      "[[ 7.25186453e-02]\n",
      " [-2.84247147e+00]\n",
      " [ 3.54410633e+00]\n",
      " [-9.04854844e+00]\n",
      " [-3.74513872e-02]\n",
      " [ 2.24087518e+00]\n",
      " [ 1.40246870e+00]\n",
      " [ 4.03909961e-01]\n",
      " [ 2.55119850e+00]\n",
      " [-2.64373482e+00]\n",
      " [-2.38157045e+00]\n",
      " [ 1.22333190e-01]\n",
      " [-3.68017554e+00]\n",
      " [ 3.52512114e+00]\n",
      " [ 4.16993524e+00]\n",
      " [ 4.94058428e-01]\n",
      " [-2.49000368e+00]\n",
      " [-3.35372384e+00]\n",
      " [ 4.72356762e-01]\n",
      " [ 8.05589848e-01]\n",
      " [-2.76564730e-01]\n",
      " [-1.34379183e+00]\n",
      " [-4.29593574e-01]\n",
      " [ 2.26263646e+00]\n",
      " [-1.56999204e+00]\n",
      " [ 1.55127433e+00]\n",
      " [ 1.36199840e+00]\n",
      " [ 4.11492425e-01]\n",
      " [ 3.30485294e+00]\n",
      " [ 1.46161675e+00]\n",
      " [ 3.58932636e+00]\n",
      " [-3.78719080e+00]\n",
      " [-2.87054169e+00]\n",
      " [-1.96539255e+00]\n",
      " [-1.56744029e+00]\n",
      " [ 3.20636213e+00]\n",
      " [ 3.76926162e+00]\n",
      " [ 1.23709325e-01]\n",
      " [ 3.52040579e-04]\n",
      " [-2.90479425e+00]\n",
      " [-2.55916697e+00]\n",
      " [ 9.23351078e-02]\n",
      " [-3.38039735e-01]\n",
      " [-1.37301319e+00]\n",
      " [ 1.57932679e+00]\n",
      " [ 1.61641634e+00]\n",
      " [-1.84722658e+00]\n",
      " [ 6.97136082e+00]\n",
      " [ 2.43026143e+00]\n",
      " [ 1.37787153e+00]\n",
      " [-9.68009517e-01]\n",
      " [-3.36746342e-01]\n",
      " [-3.55281179e+00]\n",
      " [ 2.72204390e+00]\n",
      " [ 2.53089463e-02]\n",
      " [-3.41177912e+00]\n",
      " [ 1.03714106e+00]\n",
      " [ 1.39355828e+00]\n",
      " [-4.98157421e+00]\n",
      " [ 2.80424033e+00]\n",
      " [ 1.59510587e+00]\n",
      " [ 1.48607791e+00]\n",
      " [-4.24250512e+00]\n",
      " [ 9.15903749e-01]\n",
      " [-4.73767100e+00]\n",
      " [ 2.27467709e+00]\n",
      " [-7.97918499e-01]\n",
      " [ 8.77012373e-01]\n",
      " [ 4.76245506e+00]\n",
      " [-5.30589388e+00]] 2.0303373679230146\n",
      "[[ 7.77885335e-02]\n",
      " [-2.84185073e+00]\n",
      " [ 3.54375633e+00]\n",
      " [-9.05153207e+00]\n",
      " [-3.85420962e-02]\n",
      " [ 2.25076665e+00]\n",
      " [ 1.41191649e+00]\n",
      " [ 4.07521406e-01]\n",
      " [ 2.55309073e+00]\n",
      " [-2.64232349e+00]\n",
      " [-2.38413045e+00]\n",
      " [ 1.19857591e-01]\n",
      " [-3.68097567e+00]\n",
      " [ 3.52771566e+00]\n",
      " [ 4.17827116e+00]\n",
      " [ 4.89446081e-01]\n",
      " [-2.49455162e+00]\n",
      " [-3.35605219e+00]\n",
      " [ 4.67102472e-01]\n",
      " [ 8.07388061e-01]\n",
      " [-2.74597159e-01]\n",
      " [-1.34352420e+00]\n",
      " [-4.34412078e-01]\n",
      " [ 2.26058716e+00]\n",
      " [-1.57067289e+00]\n",
      " [ 1.55336159e+00]\n",
      " [ 1.36475018e+00]\n",
      " [ 4.08904741e-01]\n",
      " [ 3.30977815e+00]\n",
      " [ 1.46026078e+00]\n",
      " [ 3.59549302e+00]\n",
      " [-3.79287166e+00]\n",
      " [-2.87618439e+00]\n",
      " [-1.96811267e+00]\n",
      " [-1.57077872e+00]\n",
      " [ 3.21615702e+00]\n",
      " [ 3.77573153e+00]\n",
      " [ 1.21568961e-01]\n",
      " [-9.36197297e-04]\n",
      " [-2.90656832e+00]\n",
      " [-2.56453843e+00]\n",
      " [ 9.54199801e-02]\n",
      " [-3.37984638e-01]\n",
      " [-1.36966304e+00]\n",
      " [ 1.58172950e+00]\n",
      " [ 1.61654265e+00]\n",
      " [-1.84943236e+00]\n",
      " [ 6.97871650e+00]\n",
      " [ 2.42693014e+00]\n",
      " [ 1.37816164e+00]\n",
      " [-9.67802375e-01]\n",
      " [-3.40723684e-01]\n",
      " [-3.55732963e+00]\n",
      " [ 2.72473577e+00]\n",
      " [ 2.23662541e-02]\n",
      " [-3.41340250e+00]\n",
      " [ 1.04501718e+00]\n",
      " [ 1.39341153e+00]\n",
      " [-4.98715738e+00]\n",
      " [ 2.80711224e+00]\n",
      " [ 1.59414714e+00]\n",
      " [ 1.48770781e+00]\n",
      " [-4.25374381e+00]\n",
      " [ 9.13571517e-01]\n",
      " [-4.74251775e+00]\n",
      " [ 2.27626750e+00]\n",
      " [-7.98532838e-01]\n",
      " [ 8.79535225e-01]\n",
      " [ 4.76129135e+00]\n",
      " [-5.31600401e+00]] 2.0281210201319864\n",
      "[[ 8.30363276e-02]\n",
      " [-2.84121708e+00]\n",
      " [ 3.54338203e+00]\n",
      " [-9.05439637e+00]\n",
      " [-3.96126057e-02]\n",
      " [ 2.26059185e+00]\n",
      " [ 1.42126241e+00]\n",
      " [ 4.11097587e-01]\n",
      " [ 2.55495670e+00]\n",
      " [-2.64088318e+00]\n",
      " [-2.38667151e+00]\n",
      " [ 1.17393798e-01]\n",
      " [-3.68173728e+00]\n",
      " [ 3.53024160e+00]\n",
      " [ 4.18650748e+00]\n",
      " [ 4.84851719e-01]\n",
      " [-2.49906934e+00]\n",
      " [-3.35833318e+00]\n",
      " [ 4.61866455e-01]\n",
      " [ 8.09168831e-01]\n",
      " [-2.72642605e-01]\n",
      " [-1.34323111e+00]\n",
      " [-4.39238797e-01]\n",
      " [ 2.25854011e+00]\n",
      " [-1.57132940e+00]\n",
      " [ 1.55542160e+00]\n",
      " [ 1.36745097e+00]\n",
      " [ 4.06333867e-01]\n",
      " [ 3.31461073e+00]\n",
      " [ 1.45889130e+00]\n",
      " [ 3.60156694e+00]\n",
      " [-3.79846986e+00]\n",
      " [-2.88176649e+00]\n",
      " [-1.97074419e+00]\n",
      " [-1.57410281e+00]\n",
      " [ 3.22584189e+00]\n",
      " [ 3.78210052e+00]\n",
      " [ 1.19435863e-01]\n",
      " [-2.20296072e-03]\n",
      " [-2.90829521e+00]\n",
      " [-2.56983770e+00]\n",
      " [ 9.85106466e-02]\n",
      " [-3.37930494e-01]\n",
      " [-1.36630299e+00]\n",
      " [ 1.58408796e+00]\n",
      " [ 1.61663955e+00]\n",
      " [-1.85162624e+00]\n",
      " [ 6.98595713e+00]\n",
      " [ 2.42358432e+00]\n",
      " [ 1.37843791e+00]\n",
      " [-9.67587986e-01]\n",
      " [-3.44678866e-01]\n",
      " [-3.56178722e+00]\n",
      " [ 2.72737700e+00]\n",
      " [ 1.94401457e-02]\n",
      " [-3.41499269e+00]\n",
      " [ 1.05280101e+00]\n",
      " [ 1.39327116e+00]\n",
      " [-4.99261775e+00]\n",
      " [ 2.80993863e+00]\n",
      " [ 1.59317080e+00]\n",
      " [ 1.48931954e+00]\n",
      " [-4.26486398e+00]\n",
      " [ 9.11263289e-01]\n",
      " [-4.74729051e+00]\n",
      " [ 2.27785579e+00]\n",
      " [-7.99148998e-01]\n",
      " [ 8.82026429e-01]\n",
      " [ 4.76011369e+00]\n",
      " [-5.32599618e+00]] 2.025946472206299\n",
      "[[ 8.82618725e-02]\n",
      " [-2.84057146e+00]\n",
      " [ 3.54298456e+00]\n",
      " [-9.05714510e+00]\n",
      " [-4.06632253e-02]\n",
      " [ 2.27035141e+00]\n",
      " [ 1.43050751e+00]\n",
      " [ 4.14638817e-01]\n",
      " [ 2.55679734e+00]\n",
      " [-2.63941506e+00]\n",
      " [-2.38919432e+00]\n",
      " [ 1.14942017e-01]\n",
      " [-3.68246155e+00]\n",
      " [ 3.53270054e+00]\n",
      " [ 4.19464602e+00]\n",
      " [ 4.80275620e-01]\n",
      " [-2.50355730e+00]\n",
      " [-3.36056778e+00]\n",
      " [ 4.56649042e-01]\n",
      " [ 8.10932294e-01]\n",
      " [-2.70700916e-01]\n",
      " [-1.34291334e+00]\n",
      " [-4.44072965e-01]\n",
      " [ 2.25649587e+00]\n",
      " [-1.57196245e+00]\n",
      " [ 1.55745505e+00]\n",
      " [ 1.37010182e+00]\n",
      " [ 4.03780007e-01]\n",
      " [ 3.31935232e+00]\n",
      " [ 1.45750891e+00]\n",
      " [ 3.60754977e+00]\n",
      " [-3.80398687e+00]\n",
      " [-2.88728920e+00]\n",
      " [-1.97328895e+00]\n",
      " [-1.57741261e+00]\n",
      " [ 3.23541827e+00]\n",
      " [ 3.78837039e+00]\n",
      " [ 1.17310343e-01]\n",
      " [-3.44866579e-03]\n",
      " [-2.90997601e+00]\n",
      " [-2.57506592e+00]\n",
      " [ 1.01606959e-01]\n",
      " [-3.37877505e-01]\n",
      " [-1.36293398e+00]\n",
      " [ 1.58640317e+00]\n",
      " [ 1.61670797e+00]\n",
      " [-1.85380847e+00]\n",
      " [ 6.99308506e+00]\n",
      " [ 2.42022517e+00]\n",
      " [ 1.37870074e+00]\n",
      " [-9.67366604e-01]\n",
      " [-3.48611854e-01]\n",
      " [-3.56618573e+00]\n",
      " [ 2.72996856e+00]\n",
      " [ 1.65308190e-02]\n",
      " [-3.41655064e+00]\n",
      " [ 1.06049338e+00]\n",
      " [ 1.39313734e+00]\n",
      " [-4.99795779e+00]\n",
      " [ 2.81272042e+00]\n",
      " [ 1.59217771e+00]\n",
      " [ 1.49091355e+00]\n",
      " [-4.27586717e+00]\n",
      " [ 9.08979076e-01]\n",
      " [-4.75199100e+00]\n",
      " [ 2.27944229e+00]\n",
      " [-7.99766865e-01]\n",
      " [ 8.84486447e-01]\n",
      " [ 4.75892373e+00]\n",
      " [-5.33587233e+00]] 2.0238126442836806\n",
      "[[ 9.34650215e-02]\n",
      " [-2.83991480e+00]\n",
      " [ 3.54256501e+00]\n",
      " [-9.05978191e+00]\n",
      " [-4.16942611e-02]\n",
      " [ 2.28004595e+00]\n",
      " [ 1.43965286e+00]\n",
      " [ 4.18145415e-01]\n",
      " [ 2.55861356e+00]\n",
      " [-2.63792028e+00]\n",
      " [-2.39169954e+00]\n",
      " [ 1.12502447e-01]\n",
      " [-3.68314966e+00]\n",
      " [ 3.53509406e+00]\n",
      " [ 4.20268858e+00]\n",
      " [ 4.75718043e-01]\n",
      " [-2.50801595e+00]\n",
      " [-3.36275693e+00]\n",
      " [ 4.51450543e-01]\n",
      " [ 8.12678585e-01]\n",
      " [-2.68771935e-01]\n",
      " [-1.34257164e+00]\n",
      " [-4.48913829e-01]\n",
      " [ 2.25445499e+00]\n",
      " [-1.57257286e+00]\n",
      " [ 1.55946262e+00]\n",
      " [ 1.37270372e+00]\n",
      " [ 4.01243351e-01]\n",
      " [ 3.32400449e+00]\n",
      " [ 1.45611418e+00]\n",
      " [ 3.61344310e+00]\n",
      " [-3.80942413e+00]\n",
      " [-2.89275370e+00]\n",
      " [-1.97574873e+00]\n",
      " [-1.58070817e+00]\n",
      " [ 3.24488767e+00]\n",
      " [ 3.79454292e+00]\n",
      " [ 1.15192701e-01]\n",
      " [-4.67372217e-03]\n",
      " [-2.91161178e+00]\n",
      " [-2.58022422e+00]\n",
      " [ 1.04708769e-01]\n",
      " [-3.37825861e-01]\n",
      " [-1.35955696e+00]\n",
      " [ 1.58867610e+00]\n",
      " [ 1.61674880e+00]\n",
      " [-1.85597931e+00]\n",
      " [ 7.00010258e+00]\n",
      " [ 2.41685382e+00]\n",
      " [ 1.37895052e+00]\n",
      " [-9.67138474e-01]\n",
      " [-3.52522621e-01]\n",
      " [-3.57052630e+00]\n",
      " [ 2.73251140e+00]\n",
      " [ 1.36384610e-02]\n",
      " [-3.41807727e+00]\n",
      " [ 1.06809510e+00]\n",
      " [ 1.39301022e+00]\n",
      " [-5.00317994e+00]\n",
      " [ 2.81545848e+00]\n",
      " [ 1.59116871e+00]\n",
      " [ 1.49249028e+00]\n",
      " [-4.28675494e+00]\n",
      " [ 9.06718876e-01]\n",
      " [-4.75662093e+00]\n",
      " [ 2.28102731e+00]\n",
      " [-8.00386325e-01]\n",
      " [ 8.86915732e-01]\n",
      " [ 4.75772305e+00]\n",
      " [-5.34563438e+00]] 2.021718491358675\n",
      "[[ 9.86456364e-02]\n",
      " [-2.83924798e+00]\n",
      " [ 3.54212441e+00]\n",
      " [-9.06231033e+00]\n",
      " [-4.27060158e-02]\n",
      " [ 2.28967606e+00]\n",
      " [ 1.44869952e+00]\n",
      " [ 4.21617699e-01]\n",
      " [ 2.56040625e+00]\n",
      " [-2.63639996e+00]\n",
      " [-2.39418780e+00]\n",
      " [ 1.10075274e-01]\n",
      " [-3.68380273e+00]\n",
      " [ 3.53742367e+00]\n",
      " [ 4.21063689e+00]\n",
      " [ 4.71179229e-01]\n",
      " [-2.51244571e+00]\n",
      " [-3.36490154e+00]\n",
      " [ 4.46271253e-01]\n",
      " [ 8.14407834e-01]\n",
      " [-2.66855506e-01]\n",
      " [-1.34220674e+00]\n",
      " [-4.53760656e-01]\n",
      " [ 2.25241799e+00]\n",
      " [-1.57316145e+00]\n",
      " [ 1.56144494e+00]\n",
      " [ 1.37525769e+00]\n",
      " [ 3.98724078e-01]\n",
      " [ 3.32856882e+00]\n",
      " [ 1.45470769e+00]\n",
      " [ 3.61924852e+00]\n",
      " [-3.81478304e+00]\n",
      " [-2.89816113e+00]\n",
      " [-1.97812530e+00]\n",
      " [-1.58398952e+00]\n",
      " [ 3.25425156e+00]\n",
      " [ 3.80061985e+00]\n",
      " [ 1.13083223e-01]\n",
      " [-5.87853309e-03]\n",
      " [-2.91320354e+00]\n",
      " [-2.58531368e+00]\n",
      " [ 1.07815927e-01]\n",
      " [-3.37775745e-01]\n",
      " [-1.35617280e+00]\n",
      " [ 1.59090772e+00]\n",
      " [ 1.61676291e+00]\n",
      " [-1.85813898e+00]\n",
      " [ 7.00701193e+00]\n",
      " [ 2.41347141e+00]\n",
      " [ 1.37918761e+00]\n",
      " [-9.66903833e-01]\n",
      " [-3.56411149e-01]\n",
      " [-3.57481007e+00]\n",
      " [ 2.73500644e+00]\n",
      " [ 1.07632481e-02]\n",
      " [-3.41957345e+00]\n",
      " [ 1.07560702e+00]\n",
      " [ 1.39288997e+00]\n",
      " [-5.00828655e+00]\n",
      " [ 2.81815368e+00]\n",
      " [ 1.59014461e+00]\n",
      " [ 1.49405016e+00]\n",
      " [-4.29752879e+00]\n",
      " [ 9.04482678e-01]\n",
      " [-4.76118190e+00]\n",
      " [ 2.28261113e+00]\n",
      " [-8.01007260e-01]\n",
      " [ 8.89314731e-01]\n",
      " [ 4.75651315e+00]\n",
      " [-5.35528418e+00]] 2.019663001898228\n",
      "[[ 1.03803587e-01]\n",
      " [-2.83857184e+00]\n",
      " [ 3.54166377e+00]\n",
      " [-9.06473379e+00]\n",
      " [-4.36987883e-02]\n",
      " [ 2.29924236e+00]\n",
      " [ 1.45764856e+00]\n",
      " [ 4.25055989e-01]\n",
      " [ 2.56217625e+00]\n",
      " [-2.63485515e+00]\n",
      " [-2.39665971e+00]\n",
      " [ 1.07660674e-01]\n",
      " [-3.68442183e+00]\n",
      " [ 3.53969087e+00]\n",
      " [ 4.21849266e+00]\n",
      " [ 4.66659407e-01]\n",
      " [-2.51684699e+00]\n",
      " [-3.36700249e+00]\n",
      " [ 4.41111452e-01]\n",
      " [ 8.16120170e-01]\n",
      " [-2.64951472e-01]\n",
      " [-1.34181934e+00]\n",
      " [-4.58612732e-01]\n",
      " [ 2.25038534e+00]\n",
      " [-1.57372901e+00]\n",
      " [ 1.56340265e+00]\n",
      " [ 1.37776468e+00]\n",
      " [ 3.96222347e-01]\n",
      " [ 3.33304683e+00]\n",
      " [ 1.45328996e+00]\n",
      " [ 3.62496757e+00]\n",
      " [-3.82006498e+00]\n",
      " [-2.90351261e+00]\n",
      " [-1.98042040e+00]\n",
      " [-1.58725669e+00]\n",
      " [ 3.26351140e+00]\n",
      " [ 3.80660289e+00]\n",
      " [ 1.10982181e-01]\n",
      " [-7.06349524e-03]\n",
      " [-2.91475230e+00]\n",
      " [-2.59033540e+00]\n",
      " [ 1.10928285e-01]\n",
      " [-3.37727330e-01]\n",
      " [-1.35278239e+00]\n",
      " [ 1.59309895e+00]\n",
      " [ 1.61675115e+00]\n",
      " [-1.86028769e+00]\n",
      " [ 7.01381527e+00]\n",
      " [ 2.41007899e+00]\n",
      " [ 1.37941238e+00]\n",
      " [-9.66662909e-01]\n",
      " [-3.60277429e-01]\n",
      " [-3.57903812e+00]\n",
      " [ 2.73745456e+00]\n",
      " [ 7.90534679e-03]\n",
      " [-3.42104005e+00]\n",
      " [ 1.08302998e+00]\n",
      " [ 1.39277671e+00]\n",
      " [-5.01327994e+00]\n",
      " [ 2.82080684e+00]\n",
      " [ 1.58910621e+00]\n",
      " [ 1.49559358e+00]\n",
      " [-4.30819022e+00]\n",
      " [ 9.02270459e-01]\n",
      " [-4.76567552e+00]\n",
      " [ 2.28419401e+00]\n",
      " [-8.01629553e-01]\n",
      " [ 8.91683883e-01]\n",
      " [ 4.75529547e+00]\n",
      " [-5.36482355e+00]] 2.017645196522592\n",
      "[[ 1.08938751e-01]\n",
      " [-2.83788721e+00]\n",
      " [ 3.54118406e+00]\n",
      " [-9.06705561e+00]\n",
      " [-4.46728737e-02]\n",
      " [ 2.30874545e+00]\n",
      " [ 1.46650102e+00]\n",
      " [ 4.28460605e-01]\n",
      " [ 2.56392439e+00]\n",
      " [-2.63328689e+00]\n",
      " [-2.39911586e+00]\n",
      " [ 1.05258811e-01]\n",
      " [-3.68500801e+00]\n",
      " [ 3.54189709e+00]\n",
      " [ 4.22625755e+00]\n",
      " [ 4.62158786e-01]\n",
      " [-2.52122019e+00]\n",
      " [-3.36906065e+00]\n",
      " [ 4.35971402e-01]\n",
      " [ 8.17815716e-01]\n",
      " [-2.63059672e-01]\n",
      " [-1.34141014e+00]\n",
      " [-4.63469356e-01]\n",
      " [ 2.24835752e+00]\n",
      " [-1.57427629e+00]\n",
      " [ 1.56533636e+00]\n",
      " [ 1.38022567e+00]\n",
      " [ 3.93738310e-01]\n",
      " [ 3.33744003e+00]\n",
      " [ 1.45186152e+00]\n",
      " [ 3.63060175e+00]\n",
      " [-3.82527128e+00]\n",
      " [-2.90880924e+00]\n",
      " [-1.98263573e+00]\n",
      " [-1.59050971e+00]\n",
      " [ 3.27266863e+00]\n",
      " [ 3.81249372e+00]\n",
      " [ 1.08889836e-01]\n",
      " [-8.22899880e-03]\n",
      " [-2.91625904e+00]\n",
      " [-2.59529042e+00]\n",
      " [ 1.14045691e-01]\n",
      " [-3.37680782e-01]\n",
      " [-1.34938655e+00]\n",
      " [ 1.59525070e+00]\n",
      " [ 1.61671435e+00]\n",
      " [-1.86242565e+00]\n",
      " [ 7.02051472e+00]\n",
      " [ 2.40667760e+00]\n",
      " [ 1.37962518e+00]\n",
      " [-9.66415926e-01]\n",
      " [-3.64121455e-01]\n",
      " [-3.58321150e+00]\n",
      " [ 2.73985665e+00]\n",
      " [ 5.06491377e-03]\n",
      " [-3.42247788e+00]\n",
      " [ 1.09036479e+00]\n",
      " [ 1.39267056e+00]\n",
      " [-5.01816238e+00]\n",
      " [ 2.82341878e+00]\n",
      " [ 1.58805425e+00]\n",
      " [ 1.49712095e+00]\n",
      " [-4.31874068e+00]\n",
      " [ 9.00082186e-01]\n",
      " [-4.77010331e+00]\n",
      " [ 2.28577622e+00]\n",
      " [-8.02253084e-01]\n",
      " [ 8.94023620e-01]\n",
      " [ 4.75407139e+00]\n",
      " [-5.37425428e+00]] 2.015664126748047\n",
      "[[ 1.14051014e-01]\n",
      " [-2.83719487e+00]\n",
      " [ 3.54068619e+00]\n",
      " [-9.06927901e+00]\n",
      " [-4.56285636e-02]\n",
      " [ 2.31818590e+00]\n",
      " [ 1.47525795e+00]\n",
      " [ 4.31831867e-01]\n",
      " [ 2.56565145e+00]\n",
      " [-2.63169618e+00]\n",
      " [-2.40155680e+00]\n",
      " [ 1.02869841e-01]\n",
      " [-3.68556230e+00]\n",
      " [ 3.54404374e+00]\n",
      " [ 4.23393319e+00]\n",
      " [ 4.57677565e-01]\n",
      " [-2.52556570e+00]\n",
      " [-3.37107683e+00]\n",
      " [ 4.30851353e-01]\n",
      " [ 8.19494596e-01]\n",
      " [-2.61179946e-01]\n",
      " [-1.34097982e+00]\n",
      " [-4.68329846e-01]\n",
      " [ 2.24633495e+00]\n",
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      " [ 1.56724667e+00]\n",
      " [ 1.38264157e+00]\n",
      " [ 3.91272101e-01]\n",
      " [ 3.34174990e+00]\n",
      " [ 1.45042288e+00]\n",
      " [ 3.63615255e+00]\n",
      " [-3.83040327e+00]\n",
      " [-2.91405208e+00]\n",
      " [-1.98477298e+00]\n",
      " [-1.59374863e+00]\n",
      " [ 3.28172466e+00]\n",
      " [ 3.81829396e+00]\n",
      " [ 1.06806434e-01]\n",
      " [-9.37542743e-03]\n",
      " [-2.91772469e+00]\n",
      " [-2.60017979e+00]\n",
      " [ 1.17167997e-01]\n",
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      " [-1.34598608e+00]\n",
      " [ 1.59736387e+00]\n",
      " [ 1.61665329e+00]\n",
      " [-1.86455305e+00]\n",
      " [ 7.02711232e+00]\n",
      " [ 2.40326824e+00]\n",
      " [ 1.37982633e+00]\n",
      " [-9.66163098e-01]\n",
      " [-3.67943232e-01]\n",
      " [-3.58733126e+00]\n",
      " [ 2.74221355e+00]\n",
      " [ 2.24209615e-03]\n",
      " [-3.42388774e+00]\n",
      " [ 1.09761230e+00]\n",
      " [ 1.39257164e+00]\n",
      " [-5.02293608e+00]\n",
      " [ 2.82599029e+00]\n",
      " [ 1.58698948e+00]\n",
      " [ 1.49863264e+00]\n",
      " [-4.32918163e+00]\n",
      " [ 8.97917817e-01]\n",
      " [-4.77446678e+00]\n",
      " [ 2.28735797e+00]\n",
      " [-8.02877733e-01]\n",
      " [ 8.96334367e-01]\n",
      " [ 4.75284223e+00]\n",
      " [-5.38357810e+00]] 2.013718873788175\n",
      "[[ 1.19140269e-01]\n",
      " [-2.83649556e+00]\n",
      " [ 3.54017107e+00]\n",
      " [-9.07140712e+00]\n",
      " [-4.65661454e-02]\n",
      " [ 2.32756432e+00]\n",
      " [ 1.48392039e+00]\n",
      " [ 4.35170098e-01]\n",
      " [ 2.56735821e+00]\n",
      " [-2.63008400e+00]\n",
      " [-2.40398309e+00]\n",
      " [ 1.00493909e-01]\n",
      " [-3.68608566e+00]\n",
      " [ 3.54613220e+00]\n",
      " [ 4.24152117e+00]\n",
      " [ 4.53215925e-01]\n",
      " [-2.52988389e+00]\n",
      " [-3.37305186e+00]\n",
      " [ 4.25751538e-01]\n",
      " [ 8.21156930e-01]\n",
      " [-2.59312133e-01]\n",
      " [-1.34052902e+00]\n",
      " [-4.73193537e-01]\n",
      " [ 2.24431805e+00]\n",
      " [-1.57531297e+00]\n",
      " [ 1.56913415e+00]\n",
      " [ 1.38501330e+00]\n",
      " [ 3.88823846e-01]\n",
      " [ 3.34597788e+00]\n",
      " [ 1.44897451e+00]\n",
      " [ 3.64162142e+00]\n",
      " [-3.83546222e+00]\n",
      " [-2.91924217e+00]\n",
      " [-1.98683380e+00]\n",
      " [-1.59697346e+00]\n",
      " [ 3.29068088e+00]\n",
      " [ 3.82400523e+00]\n",
      " [ 1.04732211e-01]\n",
      " [-1.05031582e-02]\n",
      " [-2.91915020e+00]\n",
      " [-2.60500453e+00]\n",
      " [ 1.20295052e-01]\n",
      " [-3.37593901e-01]\n",
      " [-1.34258177e+00]\n",
      " [ 1.59943933e+00]\n",
      " [ 1.61656876e+00]\n",
      " [-1.86667007e+00]\n",
      " [ 7.03361007e+00]\n",
      " [ 2.39985185e+00]\n",
      " [ 1.38001617e+00]\n",
      " [-9.65904632e-01]\n",
      " [-3.71742769e-01]\n",
      " [-3.59139839e+00]\n",
      " [ 2.74452608e+00]\n",
      " [-5.62968117e-04]\n",
      " [-3.42527040e+00]\n",
      " [ 1.10477335e+00]\n",
      " [ 1.39248003e+00]\n",
      " [-5.02760322e+00]\n",
      " [ 2.82852213e+00]\n",
      " [ 1.58591262e+00]\n",
      " [ 1.50012903e+00]\n",
      " [-4.33951447e+00]\n",
      " [ 8.95777300e-01]\n",
      " [-4.77876736e+00]\n",
      " [ 2.28893948e+00]\n",
      " [-8.03503380e-01]\n",
      " [ 8.98616540e-01]\n",
      " [ 4.75160925e+00]\n",
      " [-5.39279673e+00]] 2.0118085474105785\n",
      "[[ 1.24206414e-01]\n",
      " [-2.83579003e+00]\n",
      " [ 3.53963956e+00]\n",
      " [-9.07344296e+00]\n",
      " [-4.74859033e-02]\n",
      " [ 2.33688128e+00]\n",
      " [ 1.49248939e+00]\n",
      " [ 4.38475619e-01]\n",
      " [ 2.56904540e+00]\n",
      " [-2.62845128e+00]\n",
      " [-2.40639525e+00]\n",
      " [ 9.81311524e-02]\n",
      " [-3.68657904e+00]\n",
      " [ 3.54816380e+00]\n",
      " [ 4.24902305e+00]\n",
      " [ 4.48774037e-01]\n",
      " [-2.53417512e+00]\n",
      " [-3.37498650e+00]\n",
      " [ 4.20672179e-01]\n",
      " [ 8.22802836e-01]\n",
      " [-2.57456072e-01]\n",
      " [-1.34005839e+00]\n",
      " [-4.78059779e-01]\n",
      " [ 2.24230721e+00]\n",
      " [-1.57580379e+00]\n",
      " [ 1.57099937e+00]\n",
      " [ 1.38734176e+00]\n",
      " [ 3.86393657e-01]\n",
      " [ 3.35012538e+00]\n",
      " [ 1.44751689e+00]\n",
      " [ 3.64700978e+00]\n",
      " [-3.84044940e+00]\n",
      " [-2.92438052e+00]\n",
      " [-1.98881982e+00]\n",
      " [-1.60018423e+00]\n",
      " [ 3.29953866e+00]\n",
      " [ 3.82962909e+00]\n",
      " [ 1.02667391e-01]\n",
      " [-1.16125618e-02]\n",
      " [-2.92053644e+00]\n",
      " [-2.60976563e+00]\n",
      " [ 1.23426706e-01]\n",
      " [-3.37553859e-01]\n",
      " [-1.33917437e+00]\n",
      " [ 1.60147793e+00]\n",
      " [ 1.61646151e+00]\n",
      " [-1.86877688e+00]\n",
      " [ 7.04000993e+00]\n",
      " [ 2.39642936e+00]\n",
      " [ 1.38019500e+00]\n",
      " [-9.65640730e-01]\n",
      " [-3.75520083e-01]\n",
      " [-3.59541388e+00]\n",
      " [ 2.74679505e+00]\n",
      " [-3.35015000e-03]\n",
      " [-3.42662659e+00]\n",
      " [ 1.11184876e+00]\n",
      " [ 1.39239583e+00]\n",
      " [-5.03216593e+00]\n",
      " [ 2.83101505e+00]\n",
      " [ 1.58482435e+00]\n",
      " [ 1.50161048e+00]\n",
      " [-4.34974060e+00]\n",
      " [ 8.93660576e-01]\n",
      " [-4.78300648e+00]\n",
      " [ 2.29052096e+00]\n",
      " [-8.04129902e-01]\n",
      " [ 9.00870550e-01]\n",
      " [ 4.75037365e+00]\n",
      " [-5.40191183e+00]] 2.009932284846128\n",
      "[[ 1.29249356e-01]\n",
      " [-2.83507895e+00]\n",
      " [ 3.53909248e+00]\n",
      " [-9.07538948e+00]\n",
      " [-4.83881171e-02]\n",
      " [ 2.34613736e+00]\n",
      " [ 1.50096596e+00]\n",
      " [ 4.41748750e-01]\n",
      " [ 2.57071374e+00]\n",
      " [-2.62679894e+00]\n",
      " [-2.40879377e+00]\n",
      " [ 9.57816980e-02]\n",
      " [-3.68704336e+00]\n",
      " [ 3.55013984e+00]\n",
      " [ 4.25644034e+00]\n",
      " [ 4.44352056e-01]\n",
      " [-2.53843975e+00]\n",
      " [-3.37688152e+00]\n",
      " [ 4.15613482e-01]\n",
      " [ 8.24432431e-01]\n",
      " [-2.55611601e-01]\n",
      " [-1.33956855e+00]\n",
      " [-4.82927939e-01]\n",
      " [ 2.24030279e+00]\n",
      " [-1.57627716e+00]\n",
      " [ 1.57284287e+00]\n",
      " [ 1.38962783e+00]\n",
      " [ 3.83981636e-01]\n",
      " [ 3.35419382e+00]\n",
      " [ 1.44605047e+00]\n",
      " [ 3.65231903e+00]\n",
      " [-3.84536603e+00]\n",
      " [-2.92946812e+00]\n",
      " [-1.99073263e+00]\n",
      " [-1.60338097e+00]\n",
      " [ 3.30829936e+00]\n",
      " [ 3.83516708e+00]\n",
      " [ 1.00612186e-01]\n",
      " [-1.27040021e-02]\n",
      " [-2.92188431e+00]\n",
      " [-2.61446407e+00]\n",
      " [ 1.26562810e-01]\n",
      " [-3.37516263e-01]\n",
      " [-1.33576459e+00]\n",
      " [ 1.60348049e+00]\n",
      " [ 1.61633227e+00]\n",
      " [-1.87087364e+00]\n",
      " [ 7.04631379e+00]\n",
      " [ 2.39300166e+00]\n",
      " [ 1.38036313e+00]\n",
      " [-9.65371586e-01]\n",
      " [-3.79275196e-01]\n",
      " [-3.59937868e+00]\n",
      " [ 2.74902123e+00]\n",
      " [-6.11932907e-03]\n",
      " [-3.42795703e+00]\n",
      " [ 1.11883938e+00]\n",
      " [ 1.39231911e+00]\n",
      " [-5.03662628e+00]\n",
      " [ 2.83346978e+00]\n",
      " [ 1.58372535e+00]\n",
      " [ 1.50307733e+00]\n",
      " [-4.35986140e+00]\n",
      " [ 8.91567577e-01]\n",
      " [-4.78718550e+00]\n",
      " [ 2.29210257e+00]\n",
      " [-8.04757180e-01]\n",
      " [ 9.03096801e-01]\n",
      " [ 4.74913657e+00]\n",
      " [-5.41092505e+00]] 2.0080892497480045\n",
      "[[ 1.34269009e-01]\n",
      " [-2.83436301e+00]\n",
      " [ 3.53853063e+00]\n",
      " [-9.07724951e+00]\n",
      " [-4.92730630e-02]\n",
      " [ 2.35533314e+00]\n",
      " [ 1.50935115e+00]\n",
      " [ 4.44989813e-01]\n",
      " [ 2.57236392e+00]\n",
      " [-2.62512784e+00]\n",
      " [-2.41117914e+00]\n",
      " [ 9.34456644e-02]\n",
      " [-3.68747951e+00]\n",
      " [ 3.55206158e+00]\n",
      " [ 4.26377453e+00]\n",
      " [ 4.39950127e-01]\n",
      " [-2.54267811e+00]\n",
      " [-3.37873766e+00]\n",
      " [ 4.10575644e-01]\n",
      " [ 8.26045826e-01]\n",
      " [-2.53778557e-01]\n",
      " [-1.33906009e+00]\n",
      " [-4.87797399e-01]\n",
      " [ 2.23830514e+00]\n",
      " [-1.57673374e+00]\n",
      " [ 1.57466519e+00]\n",
      " [ 1.39187235e+00]\n",
      " [ 3.81587872e-01]\n",
      " [ 3.35818454e+00]\n",
      " [ 1.44457568e+00]\n",
      " [ 3.65755054e+00]\n",
      " [-3.85021332e+00]\n",
      " [-2.93450594e+00]\n",
      " [-1.99257380e+00]\n",
      " [-1.60656370e+00]\n",
      " [ 3.31696430e+00]\n",
      " [ 3.84062072e+00]\n",
      " [ 9.85667971e-02]\n",
      " [-1.37778367e-02]\n",
      " [-2.92319465e+00]\n",
      " [-2.61910083e+00]\n",
      " [ 1.29703212e-01]\n",
      " [-3.37481240e-01]\n",
      " [-1.33235314e+00]\n",
      " [ 1.60544783e+00]\n",
      " [ 1.61618176e+00]\n",
      " [-1.87296049e+00]\n",
      " [ 7.05252349e+00]\n",
      " [ 2.38956961e+00]\n",
      " [ 1.38052085e+00]\n",
      " [-9.65097389e-01]\n",
      " [-3.83008135e-01]\n",
      " [-3.60329372e+00]\n",
      " [ 2.75120539e+00]\n",
      " [-8.87039326e-03]\n",
      " [-3.42926241e+00]\n",
      " [ 1.12574603e+00]\n",
      " [ 1.39224993e+00]\n",
      " [-5.04098630e+00]\n",
      " [ 2.83588701e+00]\n",
      " [ 1.58261627e+00]\n",
      " [ 1.50452993e+00]\n",
      " [-4.36987822e+00]\n",
      " [ 8.89498227e-01]\n",
      " [-4.79130574e+00]\n",
      " [ 2.29368449e+00]\n",
      " [-8.05385091e-01]\n",
      " [ 9.05295688e-01]\n",
      " [ 4.74789910e+00]\n",
      " [-5.41983797e+00]] 2.0062786311979224\n",
      "[[ 0.13926529]\n",
      " [-2.83364285]\n",
      " [ 3.53795478]\n",
      " [-9.07902583]\n",
      " [-0.05014101]\n",
      " [ 2.36446917]\n",
      " [ 1.51764596]\n",
      " [ 0.44819913]\n",
      " [ 2.5739966 ]\n",
      " [-2.62343884]\n",
      " [-2.41355181]\n",
      " [ 0.09112316]\n",
      " [-3.68788835]\n",
      " [ 3.55393026]\n",
      " [ 4.27102708]\n",
      " [ 0.43556838]\n",
      " [-2.54689053]\n",
      " [-3.38055564]\n",
      " [ 0.40555885]\n",
      " [ 0.82764314]\n",
      " [-0.25195678]\n",
      " [-1.33853361]\n",
      " [-0.49266756]\n",
      " [ 2.23631458]\n",
      " [-1.57717417]\n",
      " [ 1.57646683]\n",
      " [ 1.39407616]\n",
      " [ 0.37921245]\n",
      " [ 3.36209889]\n",
      " [ 1.44309295]\n",
      " [ 3.66270563]\n",
      " [-3.85499244]\n",
      " [-2.93949492]\n",
      " [-1.99434488]\n",
      " [-1.60973245]\n",
      " [ 3.32553478]\n",
      " [ 3.84599149]\n",
      " [ 0.09653142]\n",
      " [-0.01483442]\n",
      " [-2.9244683 ]\n",
      " [-2.62367684]\n",
      " [ 0.13284776]\n",
      " [-0.33744891]\n",
      " [-1.32894068]\n",
      " [ 1.60738074]\n",
      " [ 1.61601067]\n",
      " [-1.87503759]\n",
      " [ 7.05864084]\n",
      " [ 2.38613401]\n",
      " [ 1.38066843]\n",
      " [-0.96481832]\n",
      " [-0.38671894]\n",
      " [-3.60715991]\n",
      " [ 2.75334827]\n",
      " [-0.01160324]\n",
      " [-3.43054339]\n",
      " [ 1.13256955]\n",
      " [ 1.39218835]\n",
      " [-5.04524799]\n",
      " [ 2.83826745]\n",
      " [ 1.58149774]\n",
      " [ 1.50596859]\n",
      " [-4.37979239]\n",
      " [ 0.88745245]\n",
      " [-4.79536851]\n",
      " [ 2.29526688]\n",
      " [-0.80601351]\n",
      " [ 0.9074676 ]\n",
      " [ 4.74666228]\n",
      " [-5.42865216]] 2.004499642757109\n",
      "[[ 0.14423813]\n",
      " [-2.83291908]\n",
      " [ 3.53736567]\n",
      " [-9.0807211 ]\n",
      " [-0.05099224]\n",
      " [ 2.37354603]\n",
      " [ 1.5258514 ]\n",
      " [ 0.45137702]\n",
      " [ 2.57561244]\n",
      " [-2.62173277]\n",
      " [-2.41591225]\n",
      " [ 0.08881429]\n",
      " [-3.68827069]\n",
      " [ 3.55574709]\n",
      " [ 4.2781994 ]\n",
      " [ 0.43120694]\n",
      " [-2.55107733]\n",
      " [-3.38233614]\n",
      " [ 0.40056326]\n",
      " [ 0.82922447]\n",
      " [-0.25014611]\n",
      " [-1.33798968]\n",
      " [-0.49753783]\n",
      " [ 2.23433142]\n",
      " [-1.57759907]\n",
      " [ 1.5782483 ]\n",
      " [ 1.3962401 ]\n",
      " [ 0.37685543]\n",
      " [ 3.36593818]\n",
      " [ 1.44160266]\n",
      " [ 3.66778563]\n",
      " [-3.85970456]\n",
      " [-2.94443596]\n",
      " [-1.99604738]\n",
      " [-1.61288723]\n",
      " [ 3.33401211]\n",
      " [ 3.85128082]\n",
      " [ 0.09450622]\n",
      " [-0.01587409]\n",
      " [-2.92570606]\n",
      " [-2.62819304]\n",
      " [ 0.13599631]\n",
      " [-0.33741938]\n",
      " [-1.32552787]\n",
      " [ 1.60928   ]\n",
      " [ 1.61581967]\n",
      " [-1.87710505]\n",
      " [ 7.06466758]\n",
      " [ 2.38269568]\n",
      " [ 1.38080616]\n",
      " [-0.96453456]\n",
      " [-0.39040763]\n",
      " [-3.61097813]\n",
      " [ 2.7554506 ]\n",
      " [-0.01431777]\n",
      " [-3.43180062]\n",
      " [ 1.13931077]\n",
      " [ 1.39213441]\n",
      " [-5.04941331]\n",
      " [ 2.84061174]\n",
      " [ 1.58037036]\n",
      " [ 1.50739364]\n",
      " [-4.38960521]\n",
      " [ 0.88543014]\n",
      " [-4.79937504]\n",
      " [ 2.29684986]\n",
      " [-0.80664233]\n",
      " [ 0.90961292]\n",
      " [ 4.74542712]\n",
      " [-5.43736916]] 2.002751521559725\n",
      "epoch 150 loss 2.002752\n",
      "[[ 0.14918745]\n",
      " [-2.8321923 ]\n",
      " [ 3.53676401]\n",
      " [-9.08233793]\n",
      " [-0.051827  ]\n",
      " [ 2.38256425]\n",
      " [ 1.53396849]\n",
      " [ 0.45452379]\n",
      " [ 2.57721204]\n",
      " [-2.62001041]\n",
      " [-2.41826086]\n",
      " [ 0.08651915]\n",
      " [-3.68862735]\n",
      " [ 3.55751324]\n",
      " [ 4.28529288]\n",
      " [ 0.42686591]\n",
      " [-2.55523882]\n",
      " [-3.38407985]\n",
      " [ 0.39558905]\n",
      " [ 0.83078994]\n",
      " [-0.24834638]\n",
      " [-1.33742886]\n",
      " [-0.50240764]\n",
      " [ 2.23235595]\n",
      " [-1.57800902]\n",
      " [ 1.58001008]\n",
      " [ 1.39836495]\n",
      " [ 0.37451688]\n",
      " [ 3.36970371]\n",
      " [ 1.44010523]\n",
      " [ 3.67279182]\n",
      " [-3.86435079]\n",
      " [-2.94932998]\n",
      " [-1.9976828 ]\n",
      " [-1.61602807]\n",
      " [ 3.34239754]\n",
      " [ 3.85649016]\n",
      " [ 0.09249139]\n",
      " [-0.01689718]\n",
      " [-2.92690873]\n",
      " [-2.63265034]\n",
      " [ 0.13914871]\n",
      " [-0.33739277]\n",
      " [-1.32211534]\n",
      " [ 1.61114635]\n",
      " [ 1.61560941]\n",
      " [-1.87916301]\n",
      " [ 7.07060542]\n",
      " [ 2.37925537]\n",
      " [ 1.38093429]\n",
      " [-0.96424627]\n",
      " [-0.39407428]\n",
      " [-3.61474924]\n",
      " [ 2.75751307]\n",
      " [-0.0170139 ]\n",
      " [-3.43303472]\n",
      " [ 1.14597051]\n",
      " [ 1.39208815]\n",
      " [-5.05348415]\n",
      " [ 2.84292056]\n",
      " [ 1.57923473]\n",
      " [ 1.50880538]\n",
      " [-4.39931797]\n",
      " [ 0.88343122]\n",
      " [-4.80332657]\n",
      " [ 2.29843357]\n",
      " [-0.80727141]\n",
      " [ 0.91173203]\n",
      " [ 4.74419454]\n",
      " [-5.44599047]] 2.0010335274465567\n",
      "[[ 0.1541132 ]\n",
      " [-2.83146308]\n",
      " [ 3.53615048]\n",
      " [-9.08387884]\n",
      " [-0.05264556]\n",
      " [ 2.39152441]\n",
      " [ 1.54199821]\n",
      " [ 0.45763978]\n",
      " [ 2.57879601]\n",
      " [-2.61827255]\n",
      " [-2.42059807]\n",
      " [ 0.08423782]\n",
      " [-3.6889591 ]\n",
      " [ 3.55922985]\n",
      " [ 4.29230889]\n",
      " [ 0.4225454 ]\n",
      " [-2.55937531]\n",
      " [-3.38578742]\n",
      " [ 0.39063636]\n",
      " [ 0.83233964]\n",
      " [-0.24655743]\n",
      " [-1.33685168]\n",
      " [-0.50727644]\n",
      " [ 2.23038843]\n",
      " [-1.57840462]\n",
      " [ 1.58175265]\n",
      " [ 1.40045152]\n",
      " [ 0.37219685]\n",
      " [ 3.37339673]\n",
      " [ 1.43860101]\n",
      " [ 3.67772547]\n",
      " [-3.86893225]\n",
      " [-2.95417784]\n",
      " [-1.99925259]\n",
      " [-1.61915498]\n",
      " [ 3.35069233]\n",
      " [ 3.86162087]\n",
      " [ 0.09048707]\n",
      " [-0.01790404]\n",
      " [-2.92807707]\n",
      " [-2.63704962]\n",
      " [ 0.14230481]\n",
      " [-0.33736916]\n",
      " [-1.31870367]\n",
      " [ 1.61298055]\n",
      " [ 1.61538054]\n",
      " [-1.88121157]\n",
      " [ 7.07645603]\n",
      " [ 2.3758138 ]\n",
      " [ 1.38105308]\n",
      " [-0.96395363]\n",
      " [-0.39771891]\n",
      " [-3.61847408]\n",
      " [ 2.75953638]\n",
      " [-0.01969154]\n",
      " [-3.43424629]\n",
      " [ 1.15254959]\n",
      " [ 1.39204959]\n",
      " [-5.05746239]\n",
      " [ 2.84519453]\n",
      " [ 1.57809142]\n",
      " [ 1.51020411]\n",
      " [-4.40893194]\n",
      " [ 0.88145558]\n",
      " [-4.80722428]\n",
      " [ 2.30001812]\n",
      " [-0.80790065]\n",
      " [ 0.9138253 ]\n",
      " [ 4.74296545]\n",
      " [-5.45451755]] 1.9993449421369187\n",
      "[[ 0.15901532]\n",
      " [-2.83073196]\n",
      " [ 3.53552575]\n",
      " [-9.08534626]\n",
      " [-0.05344817]\n",
      " [ 2.40042704]\n",
      " [ 1.54994156]\n",
      " [ 0.4607253 ]\n",
      " [ 2.58036493]\n",
      " [-2.61651993]\n",
      " [-2.42292427]\n",
      " [ 0.08197039]\n",
      " [-3.6892667 ]\n",
      " [ 3.56089804]\n",
      " [ 4.29924875]\n",
      " [ 0.41824549]\n",
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      " [-3.38745949]\n",
      " [ 0.38570533]\n",
      " [ 0.83387369]\n",
      " [-0.24477911]\n",
      " [-1.33625867]\n",
      " [-0.51214368]\n",
      " [ 2.22842912]\n",
      " [-1.57878641]\n",
      " [ 1.58347646]\n",
      " [ 1.40250055]\n",
      " [ 0.36989539]\n",
      " [ 3.3770185 ]\n",
      " [ 1.43709038]\n",
      " [ 3.68258781]\n",
      " [-3.87345001]\n",
      " [-2.9589804 ]\n",
      " [-2.00075821]\n",
      " [-1.62226799]\n",
      " [ 3.35889771]\n",
      " [ 3.86667435]\n",
      " [ 0.08849342]\n",
      " [-0.01889499]\n",
      " [-2.92921183]\n",
      " [-2.64139178]\n",
      " [ 0.14546446]\n",
      " [-0.33734866]\n",
      " [-1.31529345]\n",
      " [ 1.6147833 ]\n",
      " [ 1.61513366]\n",
      " [-1.88325085]\n",
      " [ 7.08222103]\n",
      " [ 2.3723717 ]\n",
      " [ 1.38116278]\n",
      " [-0.96365679]\n",
      " [-0.40134159]\n",
      " [-3.62215348]\n",
      " [ 2.7615212 ]\n",
      " [-0.02235062]\n",
      " [-3.4354359 ]\n",
      " [ 1.15904885]\n",
      " [ 1.39201875]\n",
      " [-5.06134987]\n",
      " [ 2.84743426]\n",
      " [ 1.57694097]\n",
      " [ 1.51159012]\n",
      " [-4.41844837]\n",
      " [ 0.87950312]\n",
      " [-4.81106932]\n",
      " [ 2.30160361]\n",
      " [-0.80852992]\n",
      " [ 0.91589308]\n",
      " [ 4.74174071]\n",
      " [-5.46295186]] 1.9976850684368421\n",
      "[[ 0.16389375]\n",
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      " [ 3.53489044]\n",
      " [-9.08674256]\n",
      " [-0.05423509]\n",
      " [ 2.40927267]\n",
      " [ 1.55779952]\n",
      " [ 0.46378065]\n",
      " [ 2.58191935]\n",
      " [-2.61475327]\n",
      " [-2.42523983]\n",
      " [ 0.07971692]\n",
      " [-3.68955087]\n",
      " [ 3.56251888]\n",
      " [ 4.30611376]\n",
      " [ 0.41396626]\n",
      " [-2.56757441]\n",
      " [-3.38909669]\n",
      " [ 0.38079609]\n",
      " [ 0.83539219]\n",
      " [-0.24301124]\n",
      " [-1.33565035]\n",
      " [-0.51700884]\n",
      " [ 2.22647825]\n",
      " [-1.57915495]\n",
      " [ 1.58518197]\n",
      " [ 1.40451282]\n",
      " [ 0.36761252]\n",
      " [ 3.38057023]\n",
      " [ 1.43557368]\n",
      " [ 3.68738006]\n",
      " [-3.87790514]\n",
      " [-2.96373848]\n",
      " [-2.00220106]\n",
      " [-1.62536711]\n",
      " [ 3.36701488]\n",
      " [ 3.87165191]\n",
      " [ 0.08651059]\n",
      " [-0.01987033]\n",
      " [-2.93031375]\n",
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      " [ 0.14862751]\n",
      " [-0.33733135]\n",
      " [-1.31188525]\n",
      " [ 1.61655532]\n",
      " [ 1.61486938]\n",
      " [-1.88528095]\n",
      " [ 7.08790199]\n",
      " [ 2.36892973]\n",
      " [ 1.38126362]\n",
      " [-0.96335591]\n",
      " [-0.40494238]\n",
      " [-3.62578822]\n",
      " [ 2.76346817]\n",
      " [-0.02499108]\n",
      " [-3.43660412]\n",
      " [ 1.1654691 ]\n",
      " [ 1.39199566]\n",
      " [-5.06514836]\n",
      " [ 2.84964036]\n",
      " [ 1.57578394]\n",
      " [ 1.51296369]\n",
      " [-4.42786849]\n",
      " [ 0.87757372]\n",
      " [-4.8148628 ]\n",
      " [ 2.30319014]\n",
      " [-0.8091591 ]\n",
      " [ 0.91793574]\n",
      " [ 4.74052113]\n",
      " [-5.47129479]] 1.9960532294817088\n",
      "[[ 0.16874845]\n",
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      " [ 3.53424517]\n",
      " [-9.08807004]\n",
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      " [ 2.41806186]\n",
      " [ 1.56557307]\n",
      " [ 0.46680616]\n",
      " [ 2.58345983]\n",
      " [-2.61297327]\n",
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      " [ 0.07747749]\n",
      " [-3.68981231]\n",
      " [ 3.56409345]\n",
      " [ 4.31290519]\n",
      " [ 0.40970778]\n",
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      " [-3.39069961]\n",
      " [ 0.37590876]\n",
      " [ 0.83689525]\n",
      " [-0.24125369]\n",
      " [-1.33502722]\n",
      " [-0.5218714 ]\n",
      " [ 2.22453606]\n",
      " [-1.57951076]\n",
      " [ 1.5868696 ]\n",
      " [ 1.40648905]\n",
      " [ 0.36534827]\n",
      " [ 3.38405312]\n",
      " [ 1.43405125]\n",
      " [ 3.69210341]\n",
      " [-3.88229868]\n",
      " [-2.9684529 ]\n",
      " [-2.00358253]\n",
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      " [ 3.37504505]\n",
      " [ 3.87655487]\n",
      " [ 0.0845387 ]\n",
      " [-0.0208304 ]\n",
      " [-2.93138353]\n",
      " [-2.64990813]\n",
      " [ 0.15179381]\n",
      " [-0.33731732]\n",
      " [-1.30847959]\n",
      " [ 1.61829729]\n",
      " [ 1.61458827]\n",
      " [-1.88730195]\n",
      " [ 7.09350047]\n",
      " [ 2.36548854]\n",
      " [ 1.38135582]\n",
      " [-0.96305114]\n",
      " [-0.40852133]\n",
      " [-3.62937909]\n",
      " [ 2.76537793]\n",
      " [-0.02761285]\n",
      " [-3.43775149]\n",
      " [ 1.17181115]\n",
      " [ 1.39198031]\n",
      " [-5.06885962]\n",
      " [ 2.85181342]\n",
      " [ 1.57462082]\n",
      " [ 1.51432509]\n",
      " [-4.43719351]\n",
      " [ 0.87566727]\n",
      " [-4.81860582]\n",
      " [ 2.30477779]\n",
      " [-0.80978808]\n",
      " [ 0.91995363]\n",
      " [ 4.73930748]\n",
      " [-5.47954773]] 1.9944487680116065\n",
      "[[ 0.17357937]\n",
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      " [ 3.53359052]\n",
      " [-9.08933092]\n",
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      " [ 2.42679512]\n",
      " [ 1.57326317]\n",
      " [ 0.46980215]\n",
      " [ 2.58498687]\n",
      " [-2.61118061]\n",
      " [-2.4298405 ]\n",
      " [ 0.07525215]\n",
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      " [ 3.56562277]\n",
      " [ 4.31962428]\n",
      " [ 0.40547011]\n",
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      " [ 0.37104344]\n",
      " [ 0.83838296]\n",
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      " [-1.33438975]\n",
      " [-0.52673086]\n",
      " [ 2.22260273]\n",
      " [-1.57985435]\n",
      " [ 1.58853978]\n",
      " [ 1.40842996]\n",
      " [ 0.36310267]\n",
      " [ 3.38746834]\n",
      " [ 1.43252342]\n",
      " [ 3.69675902]\n",
      " [-3.88663165]\n",
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      " [-1.63152377]\n",
      " [ 3.38298938]\n",
      " [ 3.88138452]\n",
      " [ 0.08257788]\n",
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      " [-2.65408401]\n",
      " [ 0.15496321]\n",
      " [-0.33730663]\n",
      " [-1.305077  ]\n",
      " [ 1.62000988]\n",
      " [ 1.61429091]\n",
      " [-1.88931395]\n",
      " [ 7.09901796]\n",
      " [ 2.36204877]\n",
      " [ 1.38143962]\n",
      " [-0.96274262]\n",
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      " [-3.63292684]\n",
      " [ 2.76725112]\n",
      " [-0.03021588]\n",
      " [-3.43887853]\n",
      " [ 1.17807581]\n",
      " [ 1.3919727 ]\n",
      " [-5.07248538]\n",
      " [ 2.853954  ]\n",
      " [ 1.57345214]\n",
      " [ 1.51567458]\n",
      " [-4.44642461]\n",
      " [ 0.87378364]\n",
      " [-4.82229943]\n",
      " [ 2.30636662]\n",
      " [-0.81041673]\n",
      " [ 0.9219471 ]\n",
      " [ 4.7381005 ]\n",
      " [-5.48771204]] 1.9928710456777772\n",
      "[[ 0.17838649]\n",
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      " [ 3.53292705]\n",
      " [-9.09052737]\n",
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      " [ 2.43547297]\n",
      " [ 1.58087077]\n",
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      " [ 2.58650098]\n",
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      " [-3.69026973]\n",
      " [ 3.56710785]\n",
      " [ 4.32627226]\n",
      " [ 0.40125332]\n",
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      " [ 0.36620025]\n",
      " [ 0.83985542]\n",
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      " [-0.53158674]\n",
      " [ 2.22067847]\n",
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      " [ 1.59019292]\n",
      " [ 1.41033626]\n",
      " [ 0.36087573]\n",
      " [ 3.39081704]\n",
      " [ 1.4309905 ]\n",
      " [ 3.70134804]\n",
      " [-3.89090503]\n",
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      " [ 3.39084903]\n",
      " [ 3.88614211]\n",
      " [ 0.08062825]\n",
      " [-0.0227059 ]\n",
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      " [ 0.15813558]\n",
      " [-0.33729937]\n",
      " [-1.30167797]\n",
      " [ 1.62169375]\n",
      " [ 1.61397784]\n",
      " [-1.89131703]\n",
      " [ 7.10445592]\n",
      " [ 2.35861101]\n",
      " [ 1.38151523]\n",
      " [-0.9624305 ]\n",
      " [-0.415614  ]\n",
      " [-3.63643223]\n",
      " [ 2.76908833]\n",
      " [-0.03280012]\n",
      " [-3.43998574]\n",
      " [ 1.18426389]\n",
      " [ 1.39197283]\n",
      " [-5.07602732]\n",
      " [ 2.85606266]\n",
      " [ 1.57227836]\n",
      " [ 1.51701241]\n",
      " [-4.45556297]\n",
      " [ 0.87192271]\n",
      " [-4.82594466]\n",
      " [ 2.3079567 ]\n",
      " [-0.81104496]\n",
      " [ 0.92391647]\n",
      " [ 4.73690087]\n",
      " [-5.49578903]] 1.9913194423786118\n",
      "[[ 0.18316976]\n",
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      " [ 3.53225532]\n",
      " [-9.09166148]\n",
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      " [ 2.44409595]\n",
      " [ 1.58839683]\n",
      " [ 0.47570676]\n",
      " [ 2.58800265]\n",
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      " [ 3.56854967]\n",
      " [ 4.3328503 ]\n",
      " [ 0.39705743]\n",
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      " [ 0.84131274]\n",
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      " [ 2.21876345]\n",
      " [-1.58050686]\n",
      " [ 1.5918294 ]\n",
      " [ 1.41220865]\n",
      " [ 0.35866744]\n",
      " [ 3.39410036]\n",
      " [ 1.42945279]\n",
      " [ 3.70587159]\n",
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      " [-2.0073722 ]\n",
      " [-1.63762513]\n",
      " [ 3.39862515]\n",
      " [ 3.89082889]\n",
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      " [ 0.16131075]\n",
      " [-0.3372956 ]\n",
      " [-1.29828299]\n",
      " [ 1.62334953]\n",
      " [ 1.6136496 ]\n",
      " [-1.89331126]\n",
      " [ 7.1098158 ]\n",
      " [ 2.35517585]\n",
      " [ 1.38158285]\n",
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      " [-3.63989596]\n",
      " [ 2.77089015]\n",
      " [-0.03536553]\n",
      " [-3.44107362]\n",
      " [ 1.1903762 ]\n",
      " [ 1.39198067]\n",
      " [-5.07948708]\n",
      " [ 2.85813995]\n",
      " [ 1.57109996]\n",
      " [ 1.51833884]\n",
      " [-4.46460975]\n",
      " [ 0.87008435]\n",
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      " [ 2.30954809]\n",
      " [-0.81167264]\n",
      " [ 0.92586209]\n",
      " [ 4.73570926]\n",
      " [-5.50378002]] 1.9897933556237386\n",
      "[[ 0.18792916]\n",
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      " [ 3.53157584]\n",
      " [-9.09273528]\n",
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      " [ 2.45266456]\n",
      " [ 1.59584229]\n",
      " [ 0.47861602]\n",
      " [ 2.58949234]\n",
      " [-2.60573311]\n",
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      " [ 0.06866117]\n",
      " [-3.69064416]\n",
      " [ 3.56994918]\n",
      " [ 4.33935957]\n",
      " [ 0.39288249]\n",
      " [-2.587654  ]\n",
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      " [ 0.35658059]\n",
      " [ 0.84275501]\n",
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      " [ 2.21685783]\n",
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      " [ 1.59344963]\n",
      " [ 1.41404779]\n",
      " [ 0.35647781]\n",
      " [ 3.3973194 ]\n",
      " [ 1.42791058]\n",
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      " [ 3.40631885]\n",
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      " [-1.2948925 ]\n",
      " [ 1.62497786]\n",
      " [ 1.6133067 ]\n",
      " [-1.89529672]\n",
      " [ 7.11509898]\n",
      " [ 2.35174384]\n",
      " [ 1.38164269]\n",
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      " [ 2.77265717]\n",
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      " [ 1.19641353]\n",
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      " [ 2.86018638]\n",
      " [ 1.5699174 ]\n",
      " [ 1.5196541 ]\n",
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      " [ 2.31114082]\n",
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      " [ 0.92778428]\n",
      " [ 4.73452629]\n",
      " [-5.51168628]] 1.9882921999248184\n",
      "[[ 0.19266467]\n",
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      " [-9.09375074]\n",
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      " [ 1.60320809]\n",
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      " [ 2.59097051]\n",
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      " [ 3.57130733]\n",
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      " [ 2.21496178]\n",
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      " [ 1.59505397]\n",
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      " [ 3.40047526]\n",
      " [ 1.42636416]\n",
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      " [-3.9033774 ]\n",
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      " [ 3.41393123]\n",
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      " [ 1.62657934]\n",
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      " [ 2.34831551]\n",
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      " [ 2.77438995]\n",
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      " [ 1.20237667]\n",
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      " [ 2.86220249]\n",
      " [ 1.56873111]\n",
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      " [ 0.8664748 ]\n",
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      " [ 2.31273493]\n",
      " [-0.8129259 ]\n",
      " [ 0.92968337]\n",
      " [ 4.73335256]\n",
      " [-5.51950904]] 1.9868154062117591\n",
      "[[ 0.19737627]\n",
      " [-2.82487353]\n",
      " [ 3.53019564]\n",
      " [-9.09470977]\n",
      " [-0.05932464]\n",
      " [ 2.4696407 ]\n",
      " [ 1.61049514]\n",
      " [ 0.48434994]\n",
      " [ 2.59243758]\n",
      " [-2.60204959]\n",
      " [-2.44117982]\n",
      " [ 0.06433845]\n",
      " [-3.69094049]\n",
      " [ 3.57262502]\n",
      " [ 4.35217635]\n",
      " [ 0.38459557]\n",
      " [-2.59552389]\n",
      " [-3.3996292 ]\n",
      " [ 0.34705043]\n",
      " [ 0.84559481]\n",
      " [-0.23091602]\n",
      " [-1.33100359]\n",
      " [-0.55096523]\n",
      " [ 2.21307544]\n",
      " [-1.58140589]\n",
      " [ 1.5966428 ]\n",
      " [ 1.41762896]\n",
      " [ 0.35215447]\n",
      " [ 3.403569  ]\n",
      " [ 1.42481379]\n",
      " [ 3.71906034]\n",
      " [-3.90742206]\n",
      " [-2.99586556]\n",
      " [-2.01065715]\n",
      " [-1.64667379]\n",
      " [ 3.4214634 ]\n",
      " [ 3.90447631]\n",
      " [ 0.07294365]\n",
      " [-0.02628662]\n",
      " [-2.93716507]\n",
      " [-2.67417264]\n",
      " [ 0.17085165]\n",
      " [-0.33730582]\n",
      " [-1.28812678]\n",
      " [ 1.62815458]\n",
      " [ 1.61257894]\n",
      " [-1.89924155]\n",
      " [ 7.12544066]\n",
      " [ 2.34489138]\n",
      " [ 1.38173978]\n",
      " [-0.96114863]\n",
      " [-0.42954051]\n",
      " [-3.65004426]\n",
      " [ 2.77608904]\n",
      " [-0.04294844]\n",
      " [-3.44422588]\n",
      " [ 1.20826642]\n",
      " [ 1.39205033]\n",
      " [-5.08938926]\n",
      " [ 2.86418876]\n",
      " [ 1.56754151]\n",
      " [ 1.52225204]\n",
      " [-4.49121186]\n",
      " [ 0.86470333]\n",
      " [-4.84006136]\n",
      " [ 2.31433045]\n",
      " [-0.81355127]\n",
      " [ 0.93155967]\n",
      " [ 4.73218862]\n",
      " [-5.52724955]] 1.985362421273103\n",
      "[[ 0.20206395]\n",
      " [-2.82414659]\n",
      " [ 3.52949587]\n",
      " [-9.09561423]\n",
      " [-0.05999468]\n",
      " [ 2.47804923]\n",
      " [ 1.61770436]\n",
      " [ 0.48717523]\n",
      " [ 2.59389399]\n",
      " [-2.600194  ]\n",
      " [-2.44342225]\n",
      " [ 0.06219856]\n",
      " [-3.6910608 ]\n",
      " [ 3.57390313]\n",
      " [ 4.35848605]\n",
      " [ 0.38048363]\n",
      " [-2.59942508]\n",
      " [-3.4010078 ]\n",
      " [ 0.34231908]\n",
      " [ 0.84699253]\n",
      " [-0.22922626]\n",
      " [-1.33028964]\n",
      " [-0.55579639]\n",
      " [ 2.21119892]\n",
      " [-1.58168606]\n",
      " [ 1.59821645]\n",
      " [ 1.41937227]\n",
      " [ 0.35002073]\n",
      " [ 3.40660168]\n",
      " [ 1.42325974]\n",
      " [ 3.72333282]\n",
      " [-3.91141183]\n",
      " [-3.00029548]\n",
      " [-2.01164585]\n",
      " [-1.64966253]\n",
      " [ 3.42891641]\n",
      " [ 3.9088917 ]\n",
      " [ 0.07105143]\n",
      " [-0.02714796]\n",
      " [-2.93802842]\n",
      " [-2.67803764]\n",
      " [ 0.1740366 ]\n",
      " [-0.33731658]\n",
      " [-1.28475238]\n",
      " [ 1.62970414]\n",
      " [ 1.61219505]\n",
      " [-1.90120104]\n",
      " [ 7.13050179]\n",
      " [ 2.34147194]\n",
      " [ 1.3817774 ]\n",
      " [-0.96082045]\n",
      " [-0.43296869]\n",
      " [-3.65334831]\n",
      " [ 2.77775497]\n",
      " [-0.04543822]\n",
      " [-3.44524098]\n",
      " [ 1.21408356]\n",
      " [ 1.39208882]\n",
      " [-5.09253612]\n",
      " [ 2.8661457 ]\n",
      " [ 1.56634903]\n",
      " [ 1.52353517]\n",
      " [-4.4999035 ]\n",
      " [ 0.86295388]\n",
      " [-4.84347914]\n",
      " [ 2.3159274 ]\n",
      " [-0.81417565]\n",
      " [ 0.93341349]\n",
      " [ 4.73103499]\n",
      " [-5.53490899]] 1.9839327072194288\n",
      "[[ 0.20672769]\n",
      " [-2.82342214]\n",
      " [ 3.52879024]\n",
      " [-9.0964659 ]\n",
      " [-0.06065114]\n",
      " [ 2.4864054 ]\n",
      " [ 1.62483667]\n",
      " [ 0.48997312]\n",
      " [ 2.59534013]\n",
      " [-2.59832992]\n",
      " [-2.44565684]\n",
      " [ 0.06007302]\n",
      " [-3.69116328]\n",
      " [ 3.57514254]\n",
      " [ 4.3647314 ]\n",
      " [ 0.37639271]\n",
      " [-2.60330407]\n",
      " [-3.40235642]\n",
      " [ 0.33761028]\n",
      " [ 0.84837558]\n",
      " [-0.22754559]\n",
      " [-1.32956442]\n",
      " [-0.56062133]\n",
      " [ 2.20933236]\n",
      " [-1.58195718]\n",
      " [ 1.59977528]\n",
      " [ 1.42108489]\n",
      " [ 0.34790557]\n",
      " [ 3.40957432]\n",
      " [ 1.42170226]\n",
      " [ 3.72754514]\n",
      " [-3.91534761]\n",
      " [-3.00468758]\n",
      " [-2.01258341]\n",
      " [-1.65263756]\n",
      " [ 3.43629131]\n",
      " [ 3.9132421 ]\n",
      " [ 0.06917094]\n",
      " [-0.02799631]\n",
      " [-2.93886473]\n",
      " [-2.68185347]\n",
      " [ 0.17722362]\n",
      " [-0.33733109]\n",
      " [-1.28138415]\n",
      " [ 1.6312286 ]\n",
      " [ 1.61179842]\n",
      " [-1.90315199]\n",
      " [ 7.13549147]\n",
      " [ 2.33805766]\n",
      " [ 1.38180798]\n",
      " [-0.96048943]\n",
      " [-0.43637567]\n",
      " [-3.65661407]\n",
      " [ 2.77938828]\n",
      " [-0.04790905]\n",
      " [-3.44623896]\n",
      " [ 1.21982886]\n",
      " [ 1.3921349 ]\n",
      " [-5.09560855]\n",
      " [ 2.86807377]\n",
      " [ 1.56515405]\n",
      " [ 1.52480802]\n",
      " [-4.50850907]\n",
      " [ 0.86122631]\n",
      " [-4.84685414]\n",
      " [ 2.3175258 ]\n",
      " [-0.81479894]\n",
      " [ 0.93524514]\n",
      " [ 4.72989218]\n",
      " [-5.54248856]] 1.9825257409686674\n",
      "[[ 0.21136748]\n",
      " [-2.82270052]\n",
      " [ 3.52807921]\n",
      " [-9.09726653]\n",
      " [-0.06129422]\n",
      " [ 2.49470969]\n",
      " [ 1.63189295]\n",
      " [ 0.49274392]\n",
      " [ 2.59677639]\n",
      " [-2.59645786]\n",
      " [-2.44788384]\n",
      " [ 0.05796184]\n",
      " [-3.69124846]\n",
      " [ 3.57634409]\n",
      " [ 4.37091344]\n",
      " [ 0.37232282]\n",
      " [-2.60716107]\n",
      " [-3.40367552]\n",
      " [ 0.3329241 ]\n",
      " [ 0.84974407]\n",
      " [-0.22587385]\n",
      " [-1.32882831]\n",
      " [-0.56543966]\n",
      " [ 2.20747586]\n",
      " [-1.58221964]\n",
      " [ 1.60131963]\n",
      " [ 1.42276743]\n",
      " [ 0.34580897]\n",
      " [ 3.41248794]\n",
      " [ 1.42014158]\n",
      " [ 3.73169829]\n",
      " [-3.91923026]\n",
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      " [-2.01347103]\n",
      " [-1.6555989 ]\n",
      " [ 3.44358916]\n",
      " [ 3.9175286 ]\n",
      " [ 0.06730224]\n",
      " [-0.02883192]\n",
      " [-2.93967458]\n",
      " [-2.68562086]\n",
      " [ 0.18041259]\n",
      " [-0.33734938]\n",
      " [-1.27802247]\n",
      " [ 1.63272852]\n",
      " [ 1.61138952]\n",
      " [-1.90509443]\n",
      " [ 7.14041094]\n",
      " [ 2.33464899]\n",
      " [ 1.38183168]\n",
      " [-0.96015567]\n",
      " [-0.43976153]\n",
      " [-3.65984218]\n",
      " [ 2.78098948]\n",
      " [-0.05036091]\n",
      " [-3.44722021]\n",
      " [ 1.22550311]\n",
      " [ 1.39218851]\n",
      " [-5.098608  ]\n",
      " [ 2.86997345]\n",
      " [ 1.56395695]\n",
      " [ 1.5260708 ]\n",
      " [-4.51702963]\n",
      " [ 0.85952045]\n",
      " [-4.85018721]\n",
      " [ 2.31912565]\n",
      " [-0.81542103]\n",
      " [ 0.93705491]\n",
      " [ 4.72876066]\n",
      " [-5.54998939]] 1.9811410137522774\n",
      "[[ 0.21598333]\n",
      " [-2.82198205]\n",
      " [ 3.52736317]\n",
      " [-9.09801781]\n",
      " [-0.06192416]\n",
      " [ 2.50296258]\n",
      " [ 1.6388741 ]\n",
      " [ 0.49548793]\n",
      " [ 2.59820316]\n",
      " [-2.59457834]\n",
      " [-2.45010348]\n",
      " [ 0.05586502]\n",
      " [-3.69131685]\n",
      " [ 3.57750861]\n",
      " [ 4.37703318]\n",
      " [ 0.36827396]\n",
      " [-2.6109963 ]\n",
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      " [ 0.32826058]\n",
      " [ 0.8510981 ]\n",
      " [-0.2242109 ]\n",
      " [-1.3280817 ]\n",
      " [-0.570251  ]\n",
      " [ 2.20562953]\n",
      " [-1.58247383]\n",
      " [ 1.60284981]\n",
      " [ 1.42442048]\n",
      " [ 0.34373088]\n",
      " [ 3.41534354]\n",
      " [ 1.41857796]\n",
      " [ 3.73579326]\n",
      " [-3.92306063]\n",
      " [-3.01336086]\n",
      " [-2.01430986]\n",
      " [-1.65854658]\n",
      " [ 3.45081097]\n",
      " [ 3.92175228]\n",
      " [ 0.06544539]\n",
      " [-0.02965505]\n",
      " [-2.94045852]\n",
      " [-2.68934051]\n",
      " [ 0.18360335]\n",
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      " [-1.27466769]\n",
      " [ 1.63420443]\n",
      " [ 1.61096878]\n",
      " [-1.90702842]\n",
      " [ 7.14526141]\n",
      " [ 2.33124636]\n",
      " [ 1.38184867]\n",
      " [-0.95981929]\n",
      " [-0.44312638]\n",
      " [-3.66303325]\n",
      " [ 2.78255908]\n",
      " [-0.0527938 ]\n",
      " [-3.44818512]\n",
      " [ 1.23110706]\n",
      " [ 1.3922496 ]\n",
      " [-5.10153589]\n",
      " [ 2.87184518]\n",
      " [ 1.56275812]\n",
      " [ 1.52732371]\n",
      " [-4.52546621]\n",
      " [ 0.85783617]\n",
      " [-4.85347917]\n",
      " [ 2.32072696]\n",
      " [-0.81604183]\n",
      " [ 0.93884311]\n",
      " [ 4.72764086]\n",
      " [-5.55741262]] 1.9797780306413084\n",
      "[[ 0.22057523]\n",
      " [-2.82126706]\n",
      " [ 3.52664252]\n",
      " [-9.09872138]\n",
      " [-0.06254114]\n",
      " [ 2.51116456]\n",
      " [ 1.645781  ]\n",
      " [ 0.49820544]\n",
      " [ 2.59962078]\n",
      " [-2.59269183]\n",
      " [-2.452316  ]\n",
      " [ 0.05378258]\n",
      " [-3.69136895]\n",
      " [ 3.57863689]\n",
      " [ 4.38309162]\n",
      " [ 0.36424611]\n",
      " [-2.61480996]\n",
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      " [ 0.32361974]\n",
      " [ 0.85243774]\n",
      " [-0.2225566 ]\n",
      " [-1.32732495]\n",
      " [-0.57505496]\n",
      " [ 2.20379344]\n",
      " [-1.58272011]\n",
      " [ 1.60436614]\n",
      " [ 1.42604461]\n",
      " [ 0.34167127]\n",
      " [ 3.41814208]\n",
      " [ 1.4170116 ]\n",
      " [ 3.73983101]\n",
      " [-3.92683955]\n",
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      " [-2.01510104]\n",
      " [-1.66148061]\n",
      " [ 3.45795775]\n",
      " [ 3.9259142 ]\n",
      " [ 0.06360044]\n",
      " [-0.03046595]\n",
      " [-2.9412171 ]\n",
      " [-2.69301311]\n",
      " [ 0.18679577]\n",
      " [-0.33739749]\n",
      " [-1.27132016]\n",
      " [ 1.63565687]\n",
      " [ 1.61053661]\n",
      " [-1.90895399]\n",
      " [ 7.15004406]\n",
      " [ 2.3278502 ]\n",
      " [ 1.38185912]\n",
      " [-0.95948039]\n",
      " [-0.44647031]\n",
      " [-3.66618787]\n",
      " [ 2.78409755]\n",
      " [-0.05520771]\n",
      " [-3.44913407]\n",
      " [ 1.23664149]\n",
      " [ 1.39231814]\n",
      " [-5.10439363]\n",
      " [ 2.87368942]\n",
      " [ 1.5615579 ]\n",
      " [ 1.52856695]\n",
      " [-4.53381984]\n",
      " [ 0.8561733 ]\n",
      " [-4.85673083]\n",
      " [ 2.32232971]\n",
      " [-0.81666123]\n",
      " [ 0.94061002]\n",
      " [ 4.7265332 ]\n",
      " [-5.56475937]] 1.9784363100913973\n",
      "[[ 0.2251432 ]\n",
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      " [ 3.52591766]\n",
      " [-9.09937883]\n",
      " [-0.06314539]\n",
      " [ 2.51931609]\n",
      " [ 1.65261452]\n",
      " [ 0.50089674]\n",
      " [ 2.60102963]\n",
      " [-2.59079882]\n",
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      " [ 0.05171451]\n",
      " [-3.69140524]\n",
      " [ 3.57972973]\n",
      " [ 4.38908976]\n",
      " [ 0.36023926]\n",
      " [-2.61860225]\n",
      " [-3.40746033]\n",
      " [ 0.31900162]\n",
      " [ 0.8537631 ]\n",
      " [-0.22091081]\n",
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      " [-0.57985119]\n",
      " [ 2.20196769]\n",
      " [-1.58295885]\n",
      " [ 1.60586894]\n",
      " [ 1.42764041]\n",
      " [ 0.33963009]\n",
      " [ 3.42088452]\n",
      " [ 1.41544274]\n",
      " [ 3.74381249]\n",
      " [-3.93056785]\n",
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      " [-2.01584567]\n",
      " [-1.66440103]\n",
      " [ 3.4650305 ]\n",
      " [ 3.9300154 ]\n",
      " [ 0.06176745]\n",
      " [-0.03126486]\n",
      " [-2.94195084]\n",
      " [-2.69663936]\n",
      " [ 0.18998969]\n",
      " [-0.33742737]\n",
      " [-1.26798021]\n",
      " [ 1.63708635]\n",
      " [ 1.61009344]\n",
      " [-1.91087118]\n",
      " [ 7.15476004]\n",
      " [ 2.3244609 ]\n",
      " [ 1.38186316]\n",
      " [-0.95913908]\n",
      " [-0.44979342]\n",
      " [-3.66930664]\n",
      " [ 2.78560539]\n",
      " [-0.05760266]\n",
      " [-3.45006741]\n",
      " [ 1.24210714]\n",
      " [ 1.39239407]\n",
      " [-5.10718258]\n",
      " [ 2.87550661]\n",
      " [ 1.56035665]\n",
      " [ 1.52980069]\n",
      " [-4.54209152]\n",
      " [ 0.8545317 ]\n",
      " [-4.85994295]\n",
      " [ 2.3239339 ]\n",
      " [-0.81727913]\n",
      " [ 0.94235592]\n",
      " [ 4.72543807]\n",
      " [-5.57203071]] 1.9771153835058253\n",
      "[[ 0.22968722]\n",
      " [-2.81984868]\n",
      " [ 3.52518894]\n",
      " [-9.09999171]\n",
      " [-0.06373709]\n",
      " [ 2.52741764]\n",
      " [ 1.65937552]\n",
      " [ 0.50356212]\n",
      " [ 2.60243002]\n",
      " [-2.58889975]\n",
      " [-2.45672055]\n",
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      " [ 3.58078788]\n",
      " [ 4.39502853]\n",
      " [ 0.3562534 ]\n",
      " [-2.62237337]\n",
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      " [ 0.31440625]\n",
      " [ 0.85507426]\n",
      " [-0.21927339]\n",
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      " [-0.58463934]\n",
      " [ 2.20015234]\n",
      " [-1.58319039]\n",
      " [ 1.60735849]\n",
      " [ 1.42920841]\n",
      " [ 0.33760729]\n",
      " [ 3.42357181]\n",
      " [ 1.41387157]\n",
      " [ 3.74773862]\n",
      " [-3.93424632]\n",
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      " [-2.01654485]\n",
      " [-1.66730786]\n",
      " [ 3.47203017]\n",
      " [ 3.93405689]\n",
      " [ 0.05994646]\n",
      " [-0.03205202]\n",
      " [-2.94266027]\n",
      " [-2.70021992]\n",
      " [ 0.193185  ]\n",
      " [-0.33746115]\n",
      " [-1.26464817]\n",
      " [ 1.63849337]\n",
      " [ 1.60963965]\n",
      " [-1.91278002]\n",
      " [ 7.15941047]\n",
      " [ 2.32107885]\n",
      " [ 1.38186097]\n",
      " [-0.95879545]\n",
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      " [-3.67239013]\n",
      " [ 2.78708307]\n",
      " [-0.05997865]\n",
      " [-3.4509855 ]\n",
      " [ 1.24750477]\n",
      " [ 1.39247733]\n",
      " [-5.10990408]\n",
      " [ 2.87729715]\n",
      " [ 1.55915469]\n",
      " [ 1.53102513]\n",
      " [-4.55028225]\n",
      " [ 0.85291121]\n",
      " [-4.86311631]\n",
      " [ 2.32553952]\n",
      " [-0.81789543]\n",
      " [ 0.9440811 ]\n",
      " [ 4.72435583]\n",
      " [-5.57922773]] 1.975814794815793\n",
      "[[ 0.23420733]\n",
      " [-2.81914586]\n",
      " [ 3.52445673]\n",
      " [-9.10056149]\n",
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      " [ 2.53546967]\n",
      " [ 1.66606486]\n",
      " [ 0.50620187]\n",
      " [ 2.60382229]\n",
      " [-2.58699508]\n",
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      " [ 0.04762149]\n",
      " [-3.69143225]\n",
      " [ 3.58181211]\n",
      " [ 4.40090889]\n",
      " [ 0.35228849]\n",
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      " [-3.40984417]\n",
      " [ 0.30983364]\n",
      " [ 0.85637133]\n",
      " [-0.21764419]\n",
      " [-1.32499746]\n",
      " [-0.58941908]\n",
      " [ 2.19834747]\n",
      " [-1.58341507]\n",
      " [ 1.60883509]\n",
      " [ 1.43074917]\n",
      " [ 0.33560281]\n",
      " [ 3.42620487]\n",
      " [ 1.4122983 ]\n",
      " [ 3.75161031]\n",
      " [-3.93787575]\n",
      " [-3.03028114]\n",
      " [-2.01719966]\n",
      " [-1.67020112]\n",
      " [ 3.47895775]\n",
      " [ 3.93803966]\n",
      " [ 0.05813749]\n",
      " [-0.03282766]\n",
      " [-2.94334589]\n",
      " [-2.70375546]\n",
      " [ 0.19638153]\n",
      " [-0.33749887]\n",
      " [-1.26132432]\n",
      " [ 1.63987843]\n",
      " [ 1.60917565]\n",
      " [-1.91468054]\n",
      " [ 7.16399645]\n",
      " [ 2.3177044 ]\n",
      " [ 1.38185267]\n",
      " [-0.9584496 ]\n",
      " [-0.4563776 ]\n",
      " [-3.67543889]\n",
      " [ 2.78853104]\n",
      " [-0.0623357 ]\n",
      " [-3.45188868]\n",
      " [ 1.25283513]\n",
      " [ 1.39256786]\n",
      " [-5.11255944]\n",
      " [ 2.87906147]\n",
      " [ 1.55795236]\n",
      " [ 1.53224044]\n",
      " [-4.558393  ]\n",
      " [ 0.85131167]\n",
      " [-4.86625164]\n",
      " [ 2.32714653]\n",
      " [-0.81851005]\n",
      " [ 0.94578583]\n",
      " [ 4.72328683]\n",
      " [-5.58635147]] 1.9745341000771126\n",
      "[[ 0.23870353]\n",
      " [-2.81844763]\n",
      " [ 3.52372135]\n",
      " [-9.10108965]\n",
      " [-0.06488366]\n",
      " [ 2.54347264]\n",
      " [ 1.67268338]\n",
      " [ 0.50881627]\n",
      " [ 2.60520675]\n",
      " [-2.58508523]\n",
      " [-2.46109912]\n",
      " [ 0.04559652]\n",
      " [-3.69142386]\n",
      " [ 3.58280313]\n",
      " [ 4.40673175]\n",
      " [ 0.34834451]\n",
      " [-2.62985286]\n",
      " [-3.41099554]\n",
      " [ 0.30528381]\n",
      " [ 0.85765439]\n",
      " [-0.2160231 ]\n",
      " [-1.32420368]\n",
      " [-0.59419006]\n",
      " [ 2.19655312]\n",
      " [-1.58363322]\n",
      " [ 1.61029902]\n",
      " [ 1.43226321]\n",
      " [ 0.33361659]\n",
      " [ 3.42878461]\n",
      " [ 1.41072313]\n",
      " [ 3.75542847]\n",
      " [-3.94145693]\n",
      " [-3.03442584]\n",
      " [-2.01781115]\n",
      " [-1.67308084]\n",
      " [ 3.48581418]\n",
      " [ 3.9419647 ]\n",
      " [ 0.05634058]\n",
      " [-0.03359202]\n",
      " [-2.9440082 ]\n",
      " [-2.70724662]\n",
      " [ 0.19957916]\n",
      " [-0.33754053]\n",
      " [-1.25800898]\n",
      " [ 1.641242  ]\n",
      " [ 1.60870179]\n",
      " [-1.91657277]\n",
      " [ 7.16851906]\n",
      " [ 2.31433791]\n",
      " [ 1.38183841]\n",
      " [-0.95810162]\n",
      " [-0.45963888]\n",
      " [-3.67845347]\n",
      " [ 2.78994975]\n",
      " [-0.06467381]\n",
      " [-3.45277727]\n",
      " [ 1.25809895]\n",
      " [ 1.3926656 ]\n",
      " [-5.11514996]\n",
      " [ 2.88079997]\n",
      " [ 1.55674996]\n",
      " [ 1.5334468 ]\n",
      " [-4.56642475]\n",
      " [ 0.84973292]\n",
      " [-4.86934967]\n",
      " [ 2.32875493]\n",
      " [-0.81912289]\n",
      " [ 0.94747038]\n",
      " [ 4.72223138]\n",
      " [-5.59340295]] 1.973272867082561\n",
      "[[ 0.24317584]\n",
      " [-2.81775425]\n",
      " [ 3.52298315]\n",
      " [-9.10157757]\n",
      " [-0.06543892]\n",
      " [ 2.55142701]\n",
      " [ 1.67923192]\n",
      " [ 0.51140561]\n",
      " [ 2.6065837 ]\n",
      " [-2.58317061]\n",
      " [-2.46327914]\n",
      " [ 0.0435859 ]\n",
      " [-3.69140144]\n",
      " [ 3.58376166]\n",
      " [ 4.41249801]\n",
      " [ 0.34442143]\n",
      " [-2.6335616 ]\n",
      " [-3.41212041]\n",
      " [ 0.30075677]\n",
      " [ 0.85892353]\n",
      " [-0.21440997]\n",
      " [-1.32340148]\n",
      " [-0.59895198]\n",
      " [ 2.19476935]\n",
      " [-1.58384516]\n",
      " [ 1.61175055]\n",
      " [ 1.43375105]\n",
      " [ 0.33164857]\n",
      " [ 3.43131191]\n",
      " [ 1.40914625]\n",
      " [ 3.75919396]\n",
      " [-3.9449906 ]\n",
      " [-3.03853751]\n",
      " [-2.01838034]\n",
      " [-1.67594704]\n",
      " [ 3.49260038]\n",
      " [ 3.94583297]\n",
      " [ 0.05455576]\n",
      " [-0.03434531]\n",
      " [-2.94464767]\n",
      " [-2.71069403]\n",
      " [ 0.20277776]\n",
      " [-0.33758617]\n",
      " [-1.2547024 ]\n",
      " [ 1.64258456]\n",
      " [ 1.60821845]\n",
      " [-1.91845672]\n",
      " [ 7.17297934]\n",
      " [ 2.31097972]\n",
      " [ 1.38181833]\n",
      " [-0.95775161]\n",
      " [-0.46287975]\n",
      " [-3.6814344 ]\n",
      " [ 2.79133965]\n",
      " [-0.06699301]\n",
      " [-3.4536516 ]\n",
      " [ 1.26329697]\n",
      " [ 1.39277049]\n",
      " [-5.11767689]\n",
      " [ 2.88251305]\n",
      " [ 1.55554779]\n",
      " [ 1.53464437]\n",
      " [-4.57437844]\n",
      " [ 0.8481748 ]\n",
      " [-4.87241109]\n",
      " [ 2.33036468]\n",
      " [-0.81973385]\n",
      " [ 0.94913502]\n",
      " [ 4.72118979]\n",
      " [-5.60038319]] 1.972030674989195\n",
      "[[ 0.24762428]\n",
      " [-2.81706595]\n",
      " [ 3.52224243]\n",
      " [-9.10202663]\n",
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      " [ 2.55933321]\n",
      " [ 1.68571131]\n",
      " [ 0.51397015]\n",
      " [ 2.60795343]\n",
      " [-2.58125162]\n",
      " [-2.46545323]\n",
      " [ 0.0415896 ]\n",
      " [-3.69136542]\n",
      " [ 3.58468839]\n",
      " [ 4.41820854]\n",
      " [ 0.34051921]\n",
      " [-2.63724992]\n",
      " [-3.41321917]\n",
      " [ 0.29625251]\n",
      " [ 0.86017884]\n",
      " [-0.21280466]\n",
      " [-1.32259116]\n",
      " [-0.60370452]\n",
      " [ 2.1929962 ]\n",
      " [-1.58405119]\n",
      " [ 1.61318995]\n",
      " [ 1.43521321]\n",
      " [ 0.32969869]\n",
      " [ 3.43378765]\n",
      " [ 1.40756783]\n",
      " [ 3.76290765]\n",
      " [-3.94847751]\n",
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      " [-2.01890826]\n",
      " [-1.67879975]\n",
      " [ 3.49931728]\n",
      " [ 3.9496454 ]\n",
      " [ 0.05278305]\n",
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      " [-2.94526479]\n",
      " [-2.71409834]\n",
      " [ 0.20597717]\n",
      " [-0.33763578]\n",
      " [-1.25140487]\n",
      " [ 1.64390657]\n",
      " [ 1.60772598]\n",
      " [-1.92033243]\n",
      " [ 7.17737833]\n",
      " [ 2.30763014]\n",
      " [ 1.38179256]\n",
      " [-0.95739964]\n",
      " [-0.46610034]\n",
      " [-3.68438221]\n",
      " [ 2.79270116]\n",
      " [-0.06929333]\n",
      " [-3.45451197]\n",
      " [ 1.26842992]\n",
      " [ 1.39288246]\n",
      " [-5.12014147]\n",
      " [ 2.88420109]\n",
      " [ 1.55434614]\n",
      " [ 1.53583331]\n",
      " [-4.582255  ]\n",
      " [ 0.84663714]\n",
      " [-4.87543658]\n",
      " [ 2.33197574]\n",
      " [-0.82034286]\n",
      " [ 0.95078   ]\n",
      " [ 4.72016231]\n",
      " [-5.60729317]] 1.9708071139599252\n",
      "[[ 0.25204887]\n",
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      " [ 3.52149949]\n",
      " [-9.10243815]\n",
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      " [ 2.5671917 ]\n",
      " [ 1.69212236]\n",
      " [ 0.51651018]\n",
      " [ 2.60931622]\n",
      " [-2.57932867]\n",
      " [-2.46762155]\n",
      " [ 0.0396076 ]\n",
      " [-3.69131619]\n",
      " [ 3.58558401]\n",
      " [ 4.42386422]\n",
      " [ 0.33663779]\n",
      " [-2.64091799]\n",
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      " [ 0.29177105]\n",
      " [ 0.86142042]\n",
      " [-0.21120706]\n",
      " [-1.32177304]\n",
      " [-0.60844739]\n",
      " [ 2.19123371]\n",
      " [-1.5842516 ]\n",
      " [ 1.61461748]\n",
      " [ 1.43665017]\n",
      " [ 0.32776688]\n",
      " [ 3.43621269]\n",
      " [ 1.40598806]\n",
      " [ 3.76657039]\n",
      " [-3.95191839]\n",
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      " [-1.68163901]\n",
      " [ 3.50596579]\n",
      " [ 3.95340291]\n",
      " [ 0.05102247]\n",
      " [-0.03581955]\n",
      " [-2.94586001]\n",
      " [-2.71746015]\n",
      " [ 0.20917727]\n",
      " [-0.33768939]\n",
      " [-1.24811663]\n",
      " [ 1.64520846]\n",
      " [ 1.60722472]\n",
      " [-1.92219991]\n",
      " [ 7.18171702]\n",
      " [ 2.30428948]\n",
      " [ 1.38176122]\n",
      " [-0.95704582]\n",
      " [-0.46930076]\n",
      " [-3.68729741]\n",
      " [ 2.79403472]\n",
      " [-0.07157479]\n",
      " [-3.45535869]\n",
      " [ 1.2734985 ]\n",
      " [ 1.39300145]\n",
      " [-5.12254491]\n",
      " [ 2.88586447]\n",
      " [ 1.5531453 ]\n",
      " [ 1.5370138 ]\n",
      " [-4.59005536]\n",
      " [ 0.84511979]\n",
      " [-4.87842682]\n",
      " [ 2.33358807]\n",
      " [-0.82094982]\n",
      " [ 0.95240559]\n",
      " [ 4.71914922]\n",
      " [-5.61413387]] 1.9696017848187226\n",
      "[[ 0.25644964]\n",
      " [-2.8157055 ]\n",
      " [ 3.52075463]\n",
      " [-9.10281341]\n",
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      " [ 2.57500291]\n",
      " [ 1.69846588]\n",
      " [ 0.51902598]\n",
      " [ 2.61067234]\n",
      " [-2.57740211]\n",
      " [-2.46978426]\n",
      " [ 0.03763989]\n",
      " [-3.69125414]\n",
      " [ 3.58644917]\n",
      " [ 4.42946589]\n",
      " [ 0.33277715]\n",
      " [-2.64456598]\n",
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      " [ 0.28731237]\n",
      " [ 0.86264835]\n",
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      " [-1.32094741]\n",
      " [-0.6131803 ]\n",
      " [ 2.18948191]\n",
      " [-1.58444668]\n",
      " [ 1.61603338]\n",
      " [ 1.43806243]\n",
      " [ 0.32585306]\n",
      " [ 3.43858788]\n",
      " [ 1.40440709]\n",
      " [ 3.770183  ]\n",
      " [-3.95531396]\n",
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      " [-1.68446484]\n",
      " [ 3.51254679]\n",
      " [ 3.95710642]\n",
      " [ 0.04927402]\n",
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      " [ 0.21237793]\n",
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      " [-1.24483792]\n",
      " [ 1.64649068]\n",
      " [ 1.60671501]\n",
      " [-1.92405918]\n",
      " [ 7.1859964 ]\n",
      " [ 2.30095803]\n",
      " [ 1.38172444]\n",
      " [-0.95669021]\n",
      " [-0.4724811 ]\n",
      " [-3.6901805 ]\n",
      " [ 2.79534072]\n",
      " [-0.07383743]\n",
      " [-3.45619203]\n",
      " [ 1.27850345]\n",
      " [ 1.39312737]\n",
      " [-5.12488839]\n",
      " [ 2.88750356]\n",
      " [ 1.55194554]\n",
      " [ 1.53818596]\n",
      " [-4.59778043]\n",
      " [ 0.84362258]\n",
      " [-4.88138244]\n",
      " [ 2.33520165]\n",
      " [-0.82155464]\n",
      " [ 0.95401203]\n",
      " [ 4.71815075]\n",
      " [-5.62090625]] 1.9684142987188442\n",
      "[[ 0.26082661]\n",
      " [-2.81503377]\n",
      " [ 3.52000813]\n",
      " [-9.10315365]\n",
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      " [ 2.58276727]\n",
      " [ 1.70474267]\n",
      " [ 0.52151781]\n",
      " [ 2.61202205]\n",
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      " [ 3.58728453]\n",
      " [ 4.43501437]\n",
      " [ 0.32893723]\n",
      " [-2.64819407]\n",
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      " [ 0.28287647]\n",
      " [ 0.86386272]\n",
      " [-0.20803445]\n",
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      " [-0.61790298]\n",
      " [ 2.18774081]\n",
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      " [ 1.61743791]\n",
      " [ 1.43945046]\n",
      " [ 0.32395715]\n",
      " [ 3.44091404]\n",
      " [ 1.4028251 ]\n",
      " [ 3.7737463 ]\n",
      " [-3.95866492]\n",
      " [-3.0546646 ]\n",
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      " [-1.68727726]\n",
      " [ 3.51906116]\n",
      " [ 3.96075681]\n",
      " [ 0.04753771]\n",
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      " [-2.7240587 ]\n",
      " [ 0.215579  ]\n",
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      " [ 1.64775364]\n",
      " [ 1.60619718]\n",
      " [-1.92591025]\n",
      " [ 7.19021742]\n",
      " [ 2.29763608]\n",
      " [ 1.38168235]\n",
      " [-0.9563329 ]\n",
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      " [-3.69303196]\n",
      " [ 2.79661958]\n",
      " [-0.07608127]\n",
      " [-3.45701229]\n",
      " [ 1.28344547]\n",
      " [ 1.39326017]\n",
      " [-5.12717309]\n",
      " [ 2.88911872]\n",
      " [ 1.55074711]\n",
      " [ 1.53934997]\n",
      " [-4.60543111]\n",
      " [ 0.84214535]\n",
      " [-4.88430409]\n",
      " [ 2.33681642]\n",
      " [-0.82215725]\n",
      " [ 0.95559957]\n",
      " [ 4.71716711]\n",
      " [-5.62761124]] 1.9672442768234912\n",
      "[[ 0.26517983]\n",
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      " [ 3.51926025]\n",
      " [-9.10346008]\n",
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      " [ 2.59048521]\n",
      " [ 1.71095353]\n",
      " [ 0.52398595]\n",
      " [ 2.6133656 ]\n",
      " [-2.57353963]\n",
      " [-2.47409348]\n",
      " [ 0.0337472 ]\n",
      " [-3.6910931 ]\n",
      " [ 3.58809071]\n",
      " [ 4.44051047]\n",
      " [ 0.32511797]\n",
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      " [ 0.27846333]\n",
      " [ 0.86506363]\n",
      " [-0.2064592 ]\n",
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      " [ 2.18601044]\n",
      " [-1.58482196]\n",
      " [ 1.6188313 ]\n",
      " [ 1.44081473]\n",
      " [ 0.32207908]\n",
      " [ 3.44319199]\n",
      " [ 1.40124224]\n",
      " [ 3.77726109]\n",
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      " [-2.02062672]\n",
      " [-1.69007632]\n",
      " [ 3.52550977]\n",
      " [ 3.96435496]\n",
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      " [ 0.21878037]\n",
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      " [ 1.64899778]\n",
      " [ 1.60567153]\n",
      " [-1.92775314]\n",
      " [ 7.19438103]\n",
      " [ 2.29432388]\n",
      " [ 1.38163505]\n",
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      " [-3.69585228]\n",
      " [ 2.7978717 ]\n",
      " [-0.07830636]\n",
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      " [ 1.28832526]\n",
      " [ 1.39339976]\n",
      " [-5.12940014]\n",
      " [ 2.89071031]\n",
      " [ 1.54955027]\n",
      " [ 1.54050596]\n",
      " [-4.61300828]\n",
      " [ 0.84068793]\n",
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      " [ 2.33843233]\n",
      " [-0.82275756]\n",
      " [ 0.95716846]\n",
      " [ 4.71619851]\n",
      " [-5.63424976]] 1.9660913499983534\n",
      "[[ 0.26950932]\n",
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      " [ 3.51851125]\n",
      " [-9.10373387]\n",
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      " [ 2.59815715]\n",
      " [ 1.71709924]\n",
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      " [ 2.61470323]\n",
      " [-2.5716044 ]\n",
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      " [ 3.58886833]\n",
      " [ 4.44595499]\n",
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      " [ 0.27407294]\n",
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      " [-1.31842834]\n",
      " [-0.62731655]\n",
      " [ 2.18429082]\n",
      " [-1.58500268]\n",
      " [ 1.62021377]\n",
      " [ 1.44215569]\n",
      " [ 0.32021877]\n",
      " [ 3.44542252]\n",
      " [ 1.39965865]\n",
      " [ 3.78072816]\n",
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      " [ 3.53189347]\n",
      " [ 3.96790171]\n",
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      " [ 0.22198189]\n",
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      " [ 1.65022349]\n",
      " [ 1.60513837]\n",
      " [-1.92958785]\n",
      " [ 7.19848814]\n",
      " [ 2.29102169]\n",
      " [ 1.38158266]\n",
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      " [-0.4819029 ]\n",
      " [-3.69864192]\n",
      " [ 2.79909746]\n",
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      " [-3.45861462]\n",
      " [ 1.29314351]\n",
      " [ 1.39354608]\n",
      " [-5.13157065]\n",
      " [ 2.89227866]\n",
      " [ 1.54835525]\n",
      " [ 1.54165407]\n",
      " [-4.6205128 ]\n",
      " [ 0.83925015]\n",
      " [-4.89004789]\n",
      " [ 2.34004934]\n",
      " [-0.8233555 ]\n",
      " [ 0.95871894]\n",
      " [ 4.71524513]\n",
      " [-5.64082271]] 1.9649551585155172\n",
      "[[ 0.27381512]\n",
      " [-2.81305489]\n",
      " [ 3.51776138]\n",
      " [-9.10397615]\n",
      " [-0.06900643]\n",
      " [ 2.60578352]\n",
      " [ 1.72318057]\n",
      " [ 0.52885219]\n",
      " [ 2.61603516]\n",
      " [-2.56966696]\n",
      " [-2.47838203]\n",
      " [ 0.02991127]\n",
      " [-3.69088518]\n",
      " [ 3.589618  ]\n",
      " [ 4.4513487 ]\n",
      " [ 0.31754122]\n",
      " [-2.6589605 ]\n",
      " [-3.41928428]\n",
      " [ 0.26970528]\n",
      " [ 0.86742539]\n",
      " [-0.20333017]\n",
      " [-1.3175755 ]\n",
      " [-0.63200694]\n",
      " [ 2.18258194]\n",
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      " [ 1.62158556]\n",
      " [ 1.44347378]\n",
      " [ 0.31837613]\n",
      " [ 3.44760642]\n",
      " [ 1.3980745 ]\n",
      " [ 3.78414827]\n",
      " [-3.96845701]\n",
      " [-3.06643842]\n",
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      " [-1.69563446]\n",
      " [ 3.53821309]\n",
      " [ 3.97139791]\n",
      " [ 0.04240164]\n",
      " [-0.03932617]\n",
      " [-2.94852309]\n",
      " [-2.7336526 ]\n",
      " [ 0.22518344]\n",
      " [-0.33801737]\n",
      " [-1.23182293]\n",
      " [ 1.65143116]\n",
      " [ 1.60459801]\n",
      " [-1.9314144 ]\n",
      " [ 7.20253965]\n",
      " [ 2.28772975]\n",
      " [ 1.3815253 ]\n",
      " [-0.95525151]\n",
      " [-0.48500415]\n",
      " [-3.70140135]\n",
      " [ 2.80029724]\n",
      " [-0.08270043]\n",
      " [-3.45939722]\n",
      " [ 1.29790092]\n",
      " [ 1.39369903]\n",
      " [-5.13368572]\n",
      " [ 2.89382411]\n",
      " [ 1.5471623 ]\n",
      " [ 1.54279444]\n",
      " [-4.62794554]\n",
      " [ 0.83783185]\n",
      " [-4.89287123]\n",
      " [ 2.34166738]\n",
      " [-0.82395099]\n",
      " [ 0.96025123]\n",
      " [ 4.71430714]\n",
      " [-5.64733098]] 1.963835351768242\n",
      "[[ 0.27809727]\n",
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      " [ 3.51701088]\n",
      " [-9.10418803]\n",
      " [-0.06947257]\n",
      " [ 2.61336472]\n",
      " [ 1.72919828]\n",
      " [ 0.53125083]\n",
      " [ 2.61736163]\n",
      " [-2.56772762]\n",
      " [-2.48051889]\n",
      " [ 0.0280145 ]\n",
      " [-3.6907645 ]\n",
      " [ 3.59034031]\n",
      " [ 4.45669237]\n",
      " [ 0.3137836 ]\n",
      " [-2.66251058]\n",
      " [-3.42021051]\n",
      " [ 0.26536031]\n",
      " [ 0.86858643]\n",
      " [-0.20177616]\n",
      " [-1.31671653]\n",
      " [-0.63668607]\n",
      " [ 2.18088381]\n",
      " [-1.58535154]\n",
      " [ 1.62294688]\n",
      " [ 1.44476945]\n",
      " [ 0.31655107]\n",
      " [ 3.44974446]\n",
      " [ 1.39648991]\n",
      " [ 3.78752219]\n",
      " [-3.97163633]\n",
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      " [-2.02152896]\n",
      " [-1.69839362]\n",
      " [ 3.54446947]\n",
      " [ 3.97484438]\n",
      " [ 0.04071389]\n",
      " [-0.03999837]\n",
      " [-2.94899605]\n",
      " [-2.7367718 ]\n",
      " [ 0.22838489]\n",
      " [-0.33809496]\n",
      " [-1.22859516]\n",
      " [ 1.6526212 ]\n",
      " [ 1.60405072]\n",
      " [-1.93323279]\n",
      " [ 7.20653644]\n",
      " [ 2.2844483 ]\n",
      " [ 1.38146306]\n",
      " [-0.95488814]\n",
      " [-0.48808591]\n",
      " [-3.70413101]\n",
      " [ 2.80147142]\n",
      " [-0.08486951]\n",
      " [-3.46016776]\n",
      " [ 1.30259817]\n",
      " [ 1.39385856]\n",
      " [-5.13574644]\n",
      " [ 2.895347  ]\n",
      " [ 1.54597164]\n",
      " [ 1.5439272 ]\n",
      " [-4.63530735]\n",
      " [ 0.83643286]\n",
      " [-4.89566296]\n",
      " [ 2.34328642]\n",
      " [-0.82454395]\n",
      " [ 0.96176558]\n",
      " [ 4.71338468]\n",
      " [-5.65377544]] 1.9627315879961285\n",
      "[[ 0.28235581]\n",
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      " [ 3.51625996]\n",
      " [-9.10437057]\n",
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      " [ 2.62090116]\n",
      " [ 1.73515313]\n",
      " [ 0.53362682]\n",
      " [ 2.61868284]\n",
      " [-2.56578669]\n",
      " [-2.48265097]\n",
      " [ 0.02613181]\n",
      " [-3.69063311]\n",
      " [ 3.59103582]\n",
      " [ 4.46198673]\n",
      " [ 0.31004641]\n",
      " [-2.66604154]\n",
      " [-3.42111346]\n",
      " [ 0.26103802]\n",
      " [ 0.86973435]\n",
      " [-0.20022899]\n",
      " [-1.31585168]\n",
      " [-0.64135371]\n",
      " [ 2.17919643]\n",
      " [-1.58552016]\n",
      " [ 1.62429794]\n",
      " [ 1.44604313]\n",
      " [ 0.31474351]\n",
      " [ 3.45183741]\n",
      " [ 1.39490503]\n",
      " [ 3.79085067]\n",
      " [-3.97477437]\n",
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      " [-2.02176085]\n",
      " [-1.70113953]\n",
      " [ 3.55066342]\n",
      " [ 3.97824193]\n",
      " [ 0.03903826]\n",
      " [-0.0406613 ]\n",
      " [-2.94945007]\n",
      " [-2.73985253]\n",
      " [ 0.23158612]\n",
      " [-0.33817653]\n",
      " [-1.22537817]\n",
      " [ 1.65379396]\n",
      " [ 1.60349678]\n",
      " [-1.93504304]\n",
      " [ 7.21047937]\n",
      " [ 2.28117755]\n",
      " [ 1.38139605]\n",
      " [-0.95452342]\n",
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      " [-3.70683134]\n",
      " [ 2.80262037]\n",
      " [-0.08702002]\n",
      " [-3.4609265 ]\n",
      " [ 1.30723594]\n",
      " [ 1.39402457]\n",
      " [-5.13775384]\n",
      " [ 2.89684765]\n",
      " [ 1.54478348]\n",
      " [ 1.54505249]\n",
      " [-4.64259905]\n",
      " [ 0.83505301]\n",
      " [-4.89842364]\n",
      " [ 2.34490638]\n",
      " [-0.82513432]\n",
      " [ 0.9632622 ]\n",
      " [ 4.7124779 ]\n",
      " [-5.66015695]] 1.9616435340202294\n",
      "[[ 0.28659078]\n",
      " [-2.8111341 ]\n",
      " [ 3.51550887]\n",
      " [-9.10452481]\n",
      " [-0.0703739 ]\n",
      " [ 2.62839326]\n",
      " [ 1.74104588]\n",
      " [ 0.53598041]\n",
      " [ 2.619999  ]\n",
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      " [ 0.02426315]\n",
      " [-3.69049134]\n",
      " [ 3.59170511]\n",
      " [ 4.46723253]\n",
      " [ 0.30632956]\n",
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      " [ 0.25673838]\n",
      " [ 0.87086925]\n",
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      " [-0.64600963]\n",
      " [ 2.1775198 ]\n",
      " [-1.58568519]\n",
      " [ 1.62563895]\n",
      " [ 1.44729522]\n",
      " [ 0.31295335]\n",
      " [ 3.45388599]\n",
      " [ 1.39331998]\n",
      " [ 3.79413442]\n",
      " [-3.97787178]\n",
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      " [-1.70387225]\n",
      " [ 3.55679573]\n",
      " [ 3.98159135]\n",
      " [ 0.03737473]\n",
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      " [ 0.23478699]\n",
      " [-0.33826208]\n",
      " [-1.22217212]\n",
      " [ 1.65494982]\n",
      " [ 1.60293647]\n",
      " [-1.93684514]\n",
      " [ 7.21436929]\n",
      " [ 2.27791771]\n",
      " [ 1.38132437]\n",
      " [-0.95415742]\n",
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      " [-3.70950277]\n",
      " [ 2.80374443]\n",
      " [-0.089152  ]\n",
      " [-3.46167366]\n",
      " [ 1.31181489]\n",
      " [ 1.39419699]\n",
      " [-5.13970896]\n",
      " [ 2.89832637]\n",
      " [ 1.54359804]\n",
      " [ 1.54617042]\n",
      " [-4.64982148]\n",
      " [ 0.83369214]\n",
      " [-4.9011538 ]\n",
      " [ 2.3465272 ]\n",
      " [-0.82572201]\n",
      " [ 0.96474132]\n",
      " [ 4.71158692]\n",
      " [-5.66647635]] 1.9605708649876878\n",
      "[[ 0.29080223]\n",
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      " [ 3.51475779]\n",
      " [-9.10465175]\n",
      " [-0.0708094 ]\n",
      " [ 2.6358414 ]\n",
      " [ 1.74687725]\n",
      " [ 0.53831187]\n",
      " [ 2.62131032]\n",
      " [-2.56190125]\n",
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      " [ 0.02240849]\n",
      " [-3.69033948]\n",
      " [ 3.59234872]\n",
      " [ 4.47243048]\n",
      " [ 0.302633  ]\n",
      " [-2.67304674]\n",
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      " [ 0.25246134]\n",
      " [ 0.87199121]\n",
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      " [-1.31410531]\n",
      " [-0.65065363]\n",
      " [ 2.1758539 ]\n",
      " [-1.58584687]\n",
      " [ 1.62697011]\n",
      " [ 1.44852614]\n",
      " [ 0.3111805 ]\n",
      " [ 3.45589096]\n",
      " [ 1.39173489]\n",
      " [ 3.79737416]\n",
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      " [-2.02212647]\n",
      " [-1.7065918 ]\n",
      " [ 3.5628672 ]\n",
      " [ 3.98489343]\n",
      " [ 0.03572328]\n",
      " [-0.04196005]\n",
      " [-2.9503028 ]\n",
      " [-2.74590073]\n",
      " [ 0.23798739]\n",
      " [-0.33835159]\n",
      " [-1.21897716]\n",
      " [ 1.65608915]\n",
      " [ 1.60237005]\n",
      " [-1.9386391 ]\n",
      " [ 7.218207  ]\n",
      " [ 2.27466898]\n",
      " [ 1.38124812]\n",
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      " [-0.4972155 ]\n",
      " [-3.71214572]\n",
      " [ 2.80484398]\n",
      " [-0.09126551]\n",
      " [-3.46240948]\n",
      " [ 1.31633569]\n",
      " [ 1.39437573]\n",
      " [-5.14161282]\n",
      " [ 2.89978348]\n",
      " [ 1.54241551]\n",
      " [ 1.54728113]\n",
      " [-4.65697543]\n",
      " [ 0.83235008]\n",
      " [-4.90385397]\n",
      " [ 2.34814883]\n",
      " [-0.82630696]\n",
      " [ 0.96620317]\n",
      " [ 4.71071185]\n",
      " [-5.67273446]] 1.9595132641254822\n",
      "[[ 0.29499021]\n",
      " [-2.80988787]\n",
      " [ 3.51400694]\n",
      " [-9.10475236]\n",
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      " [ 2.64324598]\n",
      " [ 1.75264798]\n",
      " [ 0.54062144]\n",
      " [ 2.62261696]\n",
      " [-2.5599573 ]\n",
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      " [ 0.02056776]\n",
      " [-3.69017784]\n",
      " [ 3.59296718]\n",
      " [ 4.47758128]\n",
      " [ 0.29895664]\n",
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      " [ 0.24820687]\n",
      " [ 0.87310033]\n",
      " [-0.19562746]\n",
      " [-1.31322427]\n",
      " [-0.65528548]\n",
      " [ 2.17419871]\n",
      " [-1.58600541]\n",
      " [ 1.62829162]\n",
      " [ 1.44973629]\n",
      " [ 0.30942487]\n",
      " [ 3.45785301]\n",
      " [ 1.39014989]\n",
      " [ 3.80057061]\n",
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      " [-1.70929824]\n",
      " [ 3.5688786 ]\n",
      " [ 3.98814892]\n",
      " [ 0.03408389]\n",
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      " [ 0.24118718]\n",
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      " [-1.21579347]\n",
      " [ 1.65721228]\n",
      " [ 1.60179778]\n",
      " [-1.94042493]\n",
      " [ 7.22199334]\n",
      " [ 2.27143155]\n",
      " [ 1.38116739]\n",
      " [-0.95342185]\n",
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      " [ 2.80591934]\n",
      " [-0.09336062]\n",
      " [-3.46313417]\n",
      " [ 1.320799  ]\n",
      " [ 1.39456072]\n",
      " [-5.1434664 ]\n",
      " [ 2.90121928]\n",
      " [ 1.54123609]\n",
      " [ 1.54838473]\n",
      " [-4.66406172]\n",
      " [ 0.83102666]\n",
      " [-4.90652468]\n",
      " [ 2.34977119]\n",
      " [-0.82688911]\n",
      " [ 0.96764795]\n",
      " [ 4.70985278]\n",
      " [-5.67893209]] 1.9584704225028975\n",
      "[[ 0.29915477]\n",
      " [-2.80927545]\n",
      " [ 3.51325651]\n",
      " [-9.10482758]\n",
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      " [ 2.6506074 ]\n",
      " [ 1.75835879]\n",
      " [ 0.54290937]\n",
      " [ 2.62391913]\n",
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      " [ 0.01874093]\n",
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      " [ 3.59356103]\n",
      " [ 4.48268561]\n",
      " [ 0.29530041]\n",
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      " [ 0.24397494]\n",
      " [ 0.87419668]\n",
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      " [-1.31233829]\n",
      " [-0.659905  ]\n",
      " [ 2.17255423]\n",
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      " [ 1.62960365]\n",
      " [ 1.45092606]\n",
      " [ 0.30768636]\n",
      " [ 3.45977287]\n",
      " [ 1.38856508]\n",
      " [ 3.80372446]\n",
      " [-3.9869263 ]\n",
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      " [-1.71199158]\n",
      " [ 3.57483071]\n",
      " [ 3.99135858]\n",
      " [ 0.03245653]\n",
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      " [ 0.24438625]\n",
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      " [ 1.65831957]\n",
      " [ 1.60121989]\n",
      " [-1.94220262]\n",
      " [ 7.22572907]\n",
      " [ 2.26820559]\n",
      " [ 1.38108227]\n",
      " [-0.95305239]\n",
      " [-0.5032067 ]\n",
      " [-3.71734784]\n",
      " [ 2.80697086]\n",
      " [-0.09543737]\n",
      " [-3.46384795]\n",
      " [ 1.32520547]\n",
      " [ 1.39475187]\n",
      " [-5.14527068]\n",
      " [ 2.90263406]\n",
      " [ 1.54005997]\n",
      " [ 1.54948134]\n",
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      " [ 0.82972172]\n",
      " [-4.90916641]\n",
      " [ 2.35139423]\n",
      " [-0.82746839]\n",
      " [ 0.96907588]\n",
      " [ 4.70900979]\n",
      " [-5.68507005]] 1.9574420388023637\n",
      "[[ 0.30329596]\n",
      " [-2.80867033]\n",
      " [ 3.51250668]\n",
      " [-9.10487834]\n",
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      " [ 2.65792604]\n",
      " [ 1.76401039]\n",
      " [ 0.54517591]\n",
      " [ 2.625217  ]\n",
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      " [ 0.01692795]\n",
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      " [ 3.59413077]\n",
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      " [ 0.29166423]\n",
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      " [ 0.87528035]\n",
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      " [-1.3114476 ]\n",
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      " [ 2.17092042]\n",
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      " [ 1.6309064 ]\n",
      " [ 1.45209584]\n",
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      " [ 3.46165122]\n",
      " [ 1.38698058]\n",
      " [ 3.80683638]\n",
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      " [ 3.58072427]\n",
      " [ 3.99452315]\n",
      " [ 0.03084118]\n",
      " [-0.04384292]\n",
      " [-2.95144919]\n",
      " [-2.7546977 ]\n",
      " [ 0.24758448]\n",
      " [-0.33864376]\n",
      " [-1.20946043]\n",
      " [ 1.65941134]\n",
      " [ 1.60063664]\n",
      " [-1.94397218]\n",
      " [ 7.22941499]\n",
      " [ 2.26499128]\n",
      " [ 1.38099286]\n",
      " [-0.95268189]\n",
      " [-0.50617411]\n",
      " [-3.71990781]\n",
      " [ 2.80799888]\n",
      " [-0.09749584]\n",
      " [-3.46455101]\n",
      " [ 1.32955573]\n",
      " [ 1.3949491 ]\n",
      " [-5.14702661]\n",
      " [ 2.90402812]\n",
      " [ 1.53888731]\n",
      " [ 1.55057106]\n",
      " [-4.67803443]\n",
      " [ 0.82843508]\n",
      " [-4.91177967]\n",
      " [ 2.35301787]\n",
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      " [ 0.97048716]\n",
      " [ 4.70818296]\n",
      " [-5.6911491 ]] 1.9564278190983015\n",
      "[[ 0.30741383]\n",
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      " [ 2.66520229]\n",
      " [ 1.76960349]\n",
      " [ 0.5474213 ]\n",
      " [ 2.62651073]\n",
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      " [ 3.59467691]\n",
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      " [ 0.87635144]\n",
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      " [ 2.16929727]\n",
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      " [ 1.63220004]\n",
      " [ 1.45324599]\n",
      " [ 0.3042603 ]\n",
      " [ 3.46348874]\n",
      " [ 1.38539651]\n",
      " [ 3.80990704]\n",
      " [-3.99277054]\n",
      " [-3.09658918]\n",
      " [-2.02248781]\n",
      " [-1.71733917]\n",
      " [ 3.58656003]\n",
      " [ 3.99764333]\n",
      " [ 0.0292378 ]\n",
      " [-0.04445379]\n",
      " [-2.95179735]\n",
      " [-2.75755861]\n",
      " [ 0.25078174]\n",
      " [-0.33874898]\n",
      " [-1.20631135]\n",
      " [ 1.66048793]\n",
      " [ 1.60004825]\n",
      " [-1.9457336 ]\n",
      " [ 7.23305184]\n",
      " [ 2.26178878]\n",
      " [ 1.38089924]\n",
      " [-0.95231042]\n",
      " [-0.5091229 ]\n",
      " [-3.7224409 ]\n",
      " [ 2.80900372]\n",
      " [-0.09953608]\n",
      " [-3.46524358]\n",
      " [ 1.33385044]\n",
      " [ 1.39515233]\n",
      " [-5.14873513]\n",
      " [ 2.90540174]\n",
      " [ 1.5377183 ]\n",
      " [ 1.55165402]\n",
      " [-4.68492239]\n",
      " [ 0.82716659]\n",
      " [-4.91436493]\n",
      " [ 2.35464205]\n",
      " [-0.82861809]\n",
      " [ 0.97188201]\n",
      " [ 4.70737235]\n",
      " [-5.69717003]] 1.9554274766436432\n",
      "[[ 0.31150844]\n",
      " [-2.80748241]\n",
      " [ 3.51100955]\n",
      " [-9.10490996]\n",
      " [-0.07284151]\n",
      " [ 2.67243651]\n",
      " [ 1.77513879]\n",
      " [ 0.54964577]\n",
      " [ 2.62780048]\n",
      " [-2.55217951]\n",
      " [-2.49745079]\n",
      " [ 0.01334328]\n",
      " [-3.68943914]\n",
      " [ 3.59519993]\n",
      " [ 4.49772652]\n",
      " [ 0.2844517 ]\n",
      " [-2.69023553]\n",
      " [-3.42680812]\n",
      " [ 0.23141388]\n",
      " [ 0.87741003]\n",
      " [-0.18958125]\n",
      " [-1.30965294]\n",
      " [-0.67368761]\n",
      " [ 2.16768474]\n",
      " [-1.58661203]\n",
      " [ 1.63348475]\n",
      " [ 1.45437689]\n",
      " [ 0.30257254]\n",
      " [ 3.46528611]\n",
      " [ 1.38381296]\n",
      " [ 3.8129371 ]\n",
      " [-3.99563675]\n",
      " [-3.10023813]\n",
      " [-2.02250564]\n",
      " [-1.71999349]\n",
      " [ 3.59233872]\n",
      " [ 4.00071986]\n",
      " [ 0.02764637]\n",
      " [-0.04505654]\n",
      " [-2.95212909]\n",
      " [-2.76038464]\n",
      " [ 0.25397792]\n",
      " [-0.33885808]\n",
      " [-1.20317407]\n",
      " [ 1.66154965]\n",
      " [ 1.59945496]\n",
      " [-1.9474869 ]\n",
      " [ 7.23664037]\n",
      " [ 2.25859822]\n",
      " [ 1.38080149]\n",
      " [-0.95193801]\n",
      " [-0.51205318]\n",
      " [-3.7249475 ]\n",
      " [ 2.8099857 ]\n",
      " [-0.10155816]\n",
      " [-3.46592583]\n",
      " [ 1.33809022]\n",
      " [ 1.39536146]\n",
      " [-5.15039715]\n",
      " [ 2.9067552 ]\n",
      " [ 1.5365531 ]\n",
      " [ 1.55273031]\n",
      " [-4.69174578]\n",
      " [ 0.82591607]\n",
      " [-4.91692266]\n",
      " [ 2.35626669]\n",
      " [-0.82918839]\n",
      " [ 0.97326062]\n",
      " [ 4.706578  ]\n",
      " [-5.70313359]] 1.9544407316637238\n",
      "[[ 0.31557984]\n",
      " [-2.80689982]\n",
      " [ 3.51026258]\n",
      " [-9.10489252]\n",
      " [-0.07321988]\n",
      " [ 2.67962909]\n",
      " [ 1.78061696]\n",
      " [ 0.55184957]\n",
      " [ 2.62908642]\n",
      " [-2.55023581]\n",
      " [-2.49954838]\n",
      " [ 0.01157149]\n",
      " [-3.68923279]\n",
      " [ 3.59570032]\n",
      " [ 4.50265161]\n",
      " [ 0.28087519]\n",
      " [-2.69361882]\n",
      " [-3.42753575]\n",
      " [ 0.22727162]\n",
      " [ 0.87845621]\n",
      " [-0.18808492]\n",
      " [-1.30874938]\n",
      " [-0.67825591]\n",
      " [ 2.16608281]\n",
      " [-1.58675775]\n",
      " [ 1.63476069]\n",
      " [ 1.4554889 ]\n",
      " [ 0.3009015 ]\n",
      " [ 3.46704398]\n",
      " [ 1.38223004]\n",
      " [ 3.8159272 ]\n",
      " [-3.99846645]\n",
      " [-3.10386173]\n",
      " [-2.02249596]\n",
      " [-1.72263489]\n",
      " [ 3.59806107]\n",
      " [ 4.00375341]\n",
      " [ 0.02606683]\n",
      " [-0.04565132]\n",
      " [-2.95244476]\n",
      " [-2.76317626]\n",
      " [ 0.2571729 ]\n",
      " [-0.33897104]\n",
      " [-1.20004869]\n",
      " [ 1.66259682]\n",
      " [ 1.59885697]\n",
      " [-1.94923205]\n",
      " [ 7.24018131]\n",
      " [ 2.25541977]\n",
      " [ 1.38069969]\n",
      " [-0.95156473]\n",
      " [-0.51496508]\n",
      " [-3.72742798]\n",
      " [ 2.81094513]\n",
      " [-0.10356215]\n",
      " [-3.46659796]\n",
      " [ 1.3422757 ]\n",
      " [ 1.39557643]\n",
      " [-5.15201357]\n",
      " [ 2.90808877]\n",
      " [ 1.53539187]\n",
      " [ 1.55380004]\n",
      " [-4.69850533]\n",
      " [ 0.82468336]\n",
      " [-4.9194533 ]\n",
      " [ 2.35789172]\n",
      " [-0.82975559]\n",
      " [ 0.97462319]\n",
      " [ 4.70579995]\n",
      " [-5.70904052]] 1.953467311157224\n",
      "[[ 0.3196281 ]\n",
      " [-2.80632493]\n",
      " [ 3.50951688]\n",
      " [-9.104854  ]\n",
      " [-0.07358922]\n",
      " [ 2.68678039]\n",
      " [ 1.7860387 ]\n",
      " [ 0.55403293]\n",
      " [ 2.63036868]\n",
      " [-2.54829288]\n",
      " [-2.50164206]\n",
      " [ 0.00981332]\n",
      " [-3.68901828]\n",
      " [ 3.59617853]\n",
      " [ 4.50753349]\n",
      " [ 0.27731839]\n",
      " [-2.69698428]\n",
      " [-3.42824275]\n",
      " [ 0.22315165]\n",
      " [ 0.87949006]\n",
      " [-0.18659449]\n",
      " [-1.30784193]\n",
      " [-0.68281098]\n",
      " [ 2.16449144]\n",
      " [-1.58690143]\n",
      " [ 1.63602803]\n",
      " [ 1.45658236]\n",
      " [ 0.29924707]\n",
      " [ 3.468763  ]\n",
      " [ 1.38064784]\n",
      " [ 3.81887798]\n",
      " [-4.00126018]\n",
      " [-3.10746036]\n",
      " [-2.0224595 ]\n",
      " [-1.72526341]\n",
      " [ 3.60372778]\n",
      " [ 4.00674468]\n",
      " [ 0.02449916]\n",
      " [-0.04623828]\n",
      " [-2.95274466]\n",
      " [-2.76593395]\n",
      " [ 0.26036657]\n",
      " [-0.33908784]\n",
      " [-1.19693533]\n",
      " [ 1.66362973]\n",
      " [ 1.59825451]\n",
      " [-1.95096907]\n",
      " [ 7.24367536]\n",
      " [ 2.25225355]\n",
      " [ 1.38059394]\n",
      " [-0.95119063]\n",
      " [-0.51785872]\n",
      " [-3.7298827 ]\n",
      " [ 2.81188233]\n",
      " [-0.10554811]\n",
      " [-3.46726016]\n",
      " [ 1.34640749]\n",
      " [ 1.39579714]\n",
      " [-5.15358527]\n",
      " [ 2.90940272]\n",
      " [ 1.53423476]\n",
      " [ 1.55486331]\n",
      " [-4.70520177]\n",
      " [ 0.82346829]\n",
      " [-4.92195732]\n",
      " [ 2.35951707]\n",
      " [-0.83031961]\n",
      " [ 0.97596992]\n",
      " [ 4.70503823]\n",
      " [-5.71489155]] 1.9525069487038893\n",
      "[[ 3.23653282e-01]\n",
      " [-2.80575783e+00]\n",
      " [ 3.50877261e+00]\n",
      " [-9.10479519e+00]\n",
      " [-7.39496909e-02]\n",
      " [ 2.69389077e+00]\n",
      " [ 1.79140467e+00]\n",
      " [ 5.56196084e-01]\n",
      " [ 2.63164742e+00]\n",
      " [-2.54635092e+00]\n",
      " [-2.50373189e+00]\n",
      " [ 8.06871469e-03]\n",
      " [-3.68879585e+00]\n",
      " [ 3.59663504e+00]\n",
      " [ 4.51237275e+00]\n",
      " [ 2.73781218e-01]\n",
      " [-2.70033202e+00]\n",
      " [-3.42892937e+00]\n",
      " [ 2.19053922e-01]\n",
      " [ 8.80511671e-01]\n",
      " [-1.85109855e-01]\n",
      " [-1.30693079e+00]\n",
      " [-6.87352656e-01]\n",
      " [ 2.16291059e+00]\n",
      " [-1.58704325e+00]\n",
      " [ 1.63728693e+00]\n",
      " [ 1.45765762e+00]\n",
      " [ 2.97609148e-01]\n",
      " [ 3.47044381e+00]\n",
      " [ 1.37906646e+00]\n",
      " [ 3.82179006e+00]\n",
      " [-4.00401848e+00]\n",
      " [-3.11103437e+00]\n",
      " [-2.02239697e+00]\n",
      " [-1.72787909e+00]\n",
      " [ 3.60933956e+00]\n",
      " [ 4.00969434e+00]\n",
      " [ 2.29433058e-02]\n",
      " [-4.68175639e-02]\n",
      " [-2.95302912e+00]\n",
      " [-2.76865816e+00]\n",
      " [ 2.63558802e-01]\n",
      " [-3.39208461e-01]\n",
      " [-1.19383408e+00]\n",
      " [ 1.66464869e+00]\n",
      " [ 1.59764778e+00]\n",
      " [-1.95269796e+00]\n",
      " [ 7.24712324e+00]\n",
      " [ 2.24909969e+00]\n",
      " [ 1.38048429e+00]\n",
      " [-9.50815738e-01]\n",
      " [-5.20734242e-01]\n",
      " [-3.73231203e+00]\n",
      " [ 2.81279760e+00]\n",
      " [-1.07516132e-01]\n",
      " [-3.46791260e+00]\n",
      " [ 1.35048621e+00]\n",
      " [ 1.39602351e+00]\n",
      " [-5.15511312e+00]\n",
      " [ 2.91069732e+00]\n",
      " [ 1.53308192e+00]\n",
      " [ 1.55592022e+00]\n",
      " [-4.71183585e+00]\n",
      " [ 8.22270698e-01]\n",
      " [-4.92443513e+00]\n",
      " [ 2.36114266e+00]\n",
      " [-8.30880419e-01]\n",
      " [ 9.77300992e-01]\n",
      " [ 4.70429286e+00]\n",
      " [-5.72068741e+00]] 1.9515593842787478\n",
      "[[ 3.27655439e-01]\n",
      " [-2.80519861e+00]\n",
      " [ 3.50802991e+00]\n",
      " [-9.10471684e+00]\n",
      " [-7.43014097e-02]\n",
      " [ 2.70096061e+00]\n",
      " [ 1.79671554e+00]\n",
      " [ 5.58339257e-01]\n",
      " [ 2.63292277e+00]\n",
      " [-2.54441017e+00]\n",
      " [-2.50581796e+00]\n",
      " [ 6.33760314e-03]\n",
      " [-3.68856576e+00]\n",
      " [ 3.59707028e+00]\n",
      " [ 4.51717000e+00]\n",
      " [ 2.70263591e-01]\n",
      " [-2.70366217e+00]\n",
      " [-3.42959589e+00]\n",
      " [ 2.14978371e-01]\n",
      " [ 8.81521127e-01]\n",
      " [-1.83630918e-01]\n",
      " [-1.30601615e+00]\n",
      " [-6.91880799e-01]\n",
      " [ 2.16134023e+00]\n",
      " [-1.58718337e+00]\n",
      " [ 1.63853755e+00]\n",
      " [ 1.45871503e+00]\n",
      " [ 2.95987621e-01]\n",
      " [ 3.47208702e+00]\n",
      " [ 1.37748600e+00]\n",
      " [ 3.82466405e+00]\n",
      " [-4.00674188e+00]\n",
      " [-3.11458411e+00]\n",
      " [-2.02230905e+00]\n",
      " [-1.73048197e+00]\n",
      " [ 3.61489709e+00]\n",
      " [ 4.01260305e+00]\n",
      " [ 2.13992320e-02]\n",
      " [-4.73893061e-02]\n",
      " [-2.95329844e+00]\n",
      " [-2.77134936e+00]\n",
      " [ 2.66749493e-01]\n",
      " [-3.39332868e-01]\n",
      " [-1.19074505e+00]\n",
      " [ 1.66565397e+00]\n",
      " [ 1.59703698e+00]\n",
      " [-1.95441870e+00]\n",
      " [ 7.25052561e+00]\n",
      " [ 2.24595831e+00]\n",
      " [ 1.38037083e+00]\n",
      " [-9.50440119e-01]\n",
      " [-5.23591756e-01]\n",
      " [-3.73471631e+00]\n",
      " [ 2.81369124e+00]\n",
      " [-1.09466273e-01]\n",
      " [-3.46855546e+00]\n",
      " [ 1.35451246e+00]\n",
      " [ 1.39625545e+00]\n",
      " [-5.15659796e+00]\n",
      " [ 2.91197282e+00]\n",
      " [ 1.53193348e+00]\n",
      " [ 1.55697087e+00]\n",
      " [-4.71840826e+00]\n",
      " [ 8.21090418e-01]\n",
      " [-4.92688717e+00]\n",
      " [ 2.36276843e+00]\n",
      " [-8.31437957e-01]\n",
      " [ 9.78616603e-01]\n",
      " [ 4.70356385e+00]\n",
      " [-5.72642879e+00]] 1.9506243640725671\n",
      "[[ 3.31634640e-01]\n",
      " [-2.80464734e+00]\n",
      " [ 3.50728892e+00]\n",
      " [-9.10461969e+00]\n",
      " [-7.46445136e-02]\n",
      " [ 2.70799025e+00]\n",
      " [ 1.80197196e+00]\n",
      " [ 5.60462678e-01]\n",
      " [ 2.63419485e+00]\n",
      " [-2.54247082e+00]\n",
      " [-2.50790032e+00]\n",
      " [ 4.61992727e-03]\n",
      " [-3.68832822e+00]\n",
      " [ 3.59748470e+00]\n",
      " [ 4.52192582e+00]\n",
      " [ 2.66765412e-01]\n",
      " [-2.70697487e+00]\n",
      " [-3.43024256e+00]\n",
      " [ 2.10924941e-01]\n",
      " [ 8.82518515e-01]\n",
      " [-1.82157587e-01]\n",
      " [-1.30509818e+00]\n",
      " [-6.96395259e-01]\n",
      " [ 2.15978031e+00]\n",
      " [-1.58732193e+00]\n",
      " [ 1.63978003e+00]\n",
      " [ 1.45975490e+00]\n",
      " [ 2.94382384e-01]\n",
      " [ 3.47369325e+00]\n",
      " [ 1.37590653e+00]\n",
      " [ 3.82750054e+00]\n",
      " [-4.00943091e+00]\n",
      " [-3.11810992e+00]\n",
      " [-2.02219644e+00]\n",
      " [-1.73307211e+00]\n",
      " [ 3.62040105e+00]\n",
      " [ 4.01547145e+00]\n",
      " [ 1.98668894e-02]\n",
      " [-4.79536442e-02]\n",
      " [-2.95355294e+00]\n",
      " [-2.77400799e+00]\n",
      " [ 2.69938530e-01]\n",
      " [-3.39461039e-01]\n",
      " [-1.18766832e+00]\n",
      " [ 1.66664587e+00]\n",
      " [ 1.59642230e+00]\n",
      " [-1.95613130e+00]\n",
      " [ 7.25388316e+00]\n",
      " [ 2.24282953e+00]\n",
      " [ 1.38025364e+00]\n",
      " [-9.50063813e-01]\n",
      " [-5.26431393e-01]\n",
      " [-3.73709589e+00]\n",
      " [ 2.81456355e+00]\n",
      " [-1.11398614e-01]\n",
      " [-3.46918891e+00]\n",
      " [ 1.35848684e+00]\n",
      " [ 1.39649289e+00]\n",
      " [-5.15804063e+00]\n",
      " [ 2.91322948e+00]\n",
      " [ 1.53078958e+00]\n",
      " [ 1.55801534e+00]\n",
      " [-4.72491971e+00]\n",
      " [ 8.19927285e-01]\n",
      " [-4.92931384e+00]\n",
      " [ 2.36439428e+00]\n",
      " [-8.31992175e-01]\n",
      " [ 9.79916936e-01]\n",
      " [ 4.70285119e+00]\n",
      " [-5.73211638e+00]] 1.9497016403182958\n",
      "[[ 3.35590950e-01]\n",
      " [-2.80410409e+00]\n",
      " [ 3.50654977e+00]\n",
      " [-9.10450446e+00]\n",
      " [-7.49791328e-02]\n",
      " [ 2.71498004e+00]\n",
      " [ 1.80717458e+00]\n",
      " [ 5.62566572e-01]\n",
      " [ 2.63546381e+00]\n",
      " [-2.54053308e+00]\n",
      " [-2.50997904e+00]\n",
      " [ 2.91562323e-03]\n",
      " [-3.68808347e+00]\n",
      " [ 3.59787871e+00]\n",
      " [ 4.52664080e+00]\n",
      " [ 2.63286592e-01]\n",
      " [-2.71027024e+00]\n",
      " [-3.43086962e+00]\n",
      " [ 2.06893573e-01]\n",
      " [ 8.83503921e-01]\n",
      " [-1.80689774e-01]\n",
      " [-1.30417707e+00]\n",
      " [-7.00895900e-01]\n",
      " [ 2.15823079e+00]\n",
      " [-1.58745909e+00]\n",
      " [ 1.64101452e+00]\n",
      " [ 1.46077756e+00]\n",
      " [ 2.92793328e-01]\n",
      " [ 3.47526311e+00]\n",
      " [ 1.37432815e+00]\n",
      " [ 3.83030014e+00]\n",
      " [-4.01208607e+00]\n",
      " [-3.12161213e+00]\n",
      " [-2.02205980e+00]\n",
      " [-1.73564954e+00]\n",
      " [ 3.62585212e+00]\n",
      " [ 4.01830018e+00]\n",
      " [ 1.83462298e-02]\n",
      " [-4.85107110e-02]\n",
      " [-2.95379291e+00]\n",
      " [-2.77663448e+00]\n",
      " [ 2.73125802e-01]\n",
      " [-3.39592949e-01]\n",
      " [-1.18460397e+00]\n",
      " [ 1.66762467e+00]\n",
      " [ 1.59580393e+00]\n",
      " [-1.95783575e+00]\n",
      " [ 7.25719655e+00]\n",
      " [ 2.23971343e+00]\n",
      " [ 1.38013277e+00]\n",
      " [-9.49686862e-01]\n",
      " [-5.29253278e-01]\n",
      " [-3.73945111e+00]\n",
      " [ 2.81541480e+00]\n",
      " [-1.13313230e-01]\n",
      " [-3.46981311e+00]\n",
      " [ 1.36240995e+00]\n",
      " [ 1.39673573e+00]\n",
      " [-5.15944194e+00]\n",
      " [ 2.91446754e+00]\n",
      " [ 1.52965035e+00]\n",
      " [ 1.55905373e+00]\n",
      " [-4.73137091e+00]\n",
      " [ 8.18781136e-01]\n",
      " [-4.93171556e+00]\n",
      " [ 2.36602015e+00]\n",
      " [-8.32543025e-01]\n",
      " [ 9.81202173e-01]\n",
      " [ 4.70215489e+00]\n",
      " [-5.73775089e+00]] 1.9487909711232572\n",
      "[[ 3.39524437e-01]\n",
      " [-2.80356892e+00]\n",
      " [ 3.50581259e+00]\n",
      " [-9.10437184e+00]\n",
      " [-7.53053949e-02]\n",
      " [ 2.72193034e+00]\n",
      " [ 1.81232404e+00]\n",
      " [ 5.64651159e-01]\n",
      " [ 2.63672975e+00]\n",
      " [-2.53859713e+00]\n",
      " [-2.51205418e+00]\n",
      " [ 1.22462599e-03]\n",
      " [-3.68783172e+00]\n",
      " [ 3.59825275e+00]\n",
      " [ 4.53131549e+00]\n",
      " [ 2.59827035e-01]\n",
      " [-2.71354839e+00]\n",
      " [-3.43147733e+00]\n",
      " [ 2.02884201e-01]\n",
      " [ 8.84477432e-01]\n",
      " [-1.79227386e-01]\n",
      " [-1.30325298e+00]\n",
      " [-7.05382590e-01]\n",
      " [ 2.15669162e+00]\n",
      " [-1.58759498e+00]\n",
      " [ 1.64224116e+00]\n",
      " [ 1.46178333e+00]\n",
      " [ 2.91220344e-01]\n",
      " [ 3.47679719e+00]\n",
      " [ 1.37275092e+00]\n",
      " [ 3.83306341e+00]\n",
      " [-4.01470787e+00]\n",
      " [-3.12509109e+00]\n",
      " [-2.02189978e+00]\n",
      " [-1.73821432e+00]\n",
      " [ 3.63125095e+00]\n",
      " [ 4.02108987e+00]\n",
      " [ 1.68372031e-02]\n",
      " [-4.90606357e-02]\n",
      " [-2.95401864e+00]\n",
      " [-2.77922928e+00]\n",
      " [ 2.76311199e-01]\n",
      " [-3.39728569e-01]\n",
      " [-1.18155208e+00]\n",
      " [ 1.66859062e+00]\n",
      " [ 1.59518206e+00]\n",
      " [-1.95953205e+00]\n",
      " [ 7.26046641e+00]\n",
      " [ 2.23661014e+00]\n",
      " [ 1.38000831e+00]\n",
      " [-9.49309309e-01]\n",
      " [-5.32057536e-01]\n",
      " [-3.74178230e+00]\n",
      " [ 2.81624528e+00]\n",
      " [-1.15210201e-01]\n",
      " [-3.47042822e+00]\n",
      " [ 1.36628237e+00]\n",
      " [ 1.39698389e+00]\n",
      " [-5.16080269e+00]\n",
      " [ 2.91568724e+00]\n",
      " [ 1.52851591e+00]\n",
      " [ 1.56008613e+00]\n",
      " [-4.73776253e+00]\n",
      " [ 8.17651808e-01]\n",
      " [-4.93409271e+00]\n",
      " [ 2.36764596e+00]\n",
      " [-8.33090462e-01]\n",
      " [ 9.82472493e-01]\n",
      " [ 4.70147491e+00]\n",
      " [-5.74333296e+00]] 1.9478921203068726\n",
      "[[ 3.43435169e-01]\n",
      " [-2.80304190e+00]\n",
      " [ 3.50507749e+00]\n",
      " [-9.10422249e+00]\n",
      " [-7.56234255e-02]\n",
      " [ 2.72884149e+00]\n",
      " [ 1.81742097e+00]\n",
      " [ 5.66716659e-01]\n",
      " [ 2.63799279e+00]\n",
      " [-2.53666316e+00]\n",
      " [-2.51412579e+00]\n",
      " [-4.53130664e-04]\n",
      " [-3.68757319e+00]\n",
      " [ 3.59860721e+00]\n",
      " [ 4.53595044e+00]\n",
      " [ 2.56386648e-01]\n",
      " [-2.71680946e+00]\n",
      " [-3.43206593e+00]\n",
      " [ 1.98896764e-01]\n",
      " [ 8.85439132e-01]\n",
      " [-1.77770339e-01]\n",
      " [-1.30232609e+00]\n",
      " [-7.09855204e-01]\n",
      " [ 2.15516277e+00]\n",
      " [-1.58772975e+00]\n",
      " [ 1.64346010e+00]\n",
      " [ 1.46277252e+00]\n",
      " [ 2.89663323e-01]\n",
      " [ 3.47829606e+00]\n",
      " [ 1.37117495e+00]\n",
      " [ 3.83579094e+00]\n",
      " [-4.01729680e+00]\n",
      " [-3.12854710e+00]\n",
      " [-2.02171702e+00]\n",
      " [-1.74076648e+00]\n",
      " [ 3.63659819e+00]\n",
      " [ 4.02384112e+00]\n",
      " [ 1.53397570e-02]\n",
      " [-4.96035445e-02]\n",
      " [-2.95423042e+00]\n",
      " [-2.78179281e+00]\n",
      " [ 2.79494613e-01]\n",
      " [-3.39867870e-01]\n",
      " [-1.17851271e+00]\n",
      " [ 1.66954399e+00]\n",
      " [ 1.59455686e+00]\n",
      " [-1.96122020e+00]\n",
      " [ 7.26369339e+00]\n",
      " [ 2.23351972e+00]\n",
      " [ 1.37988031e+00]\n",
      " [-9.48931194e-01]\n",
      " [-5.34844295e-01]\n",
      " [-3.74408979e+00]\n",
      " [ 2.81705528e+00]\n",
      " [-1.17089606e-01]\n",
      " [-3.47103440e+00]\n",
      " [ 1.37010469e+00]\n",
      " [ 1.39723728e+00]\n",
      " [-5.16212367e+00]\n",
      " [ 2.91688883e+00]\n",
      " [ 1.52738638e+00]\n",
      " [ 1.56111263e+00]\n",
      " [-4.74409526e+00]\n",
      " [ 8.16539137e-01]\n",
      " [-4.93644569e+00]\n",
      " [ 2.36927163e+00]\n",
      " [-8.33634441e-01]\n",
      " [ 9.83728072e-01]\n",
      " [ 4.70081125e+00]\n",
      " [-5.74886327e+00]] 1.9470048572436869\n",
      "[[ 3.47323216e-01]\n",
      " [-2.80252308e+00]\n",
      " [ 3.50434460e+00]\n",
      " [-9.10405708e+00]\n",
      " [-7.59333479e-02]\n",
      " [ 2.73571382e+00]\n",
      " [ 1.82246600e+00]\n",
      " [ 5.68763287e-01]\n",
      " [ 2.63925304e+00]\n",
      " [-2.53473135e+00]\n",
      " [-2.51619393e+00]\n",
      " [-2.11771402e-03]\n",
      " [-3.68730809e+00]\n",
      " [ 3.59894251e+00]\n",
      " [ 4.54054621e+00]\n",
      " [ 2.52965334e-01]\n",
      " [-2.72005356e+00]\n",
      " [-3.43263566e+00]\n",
      " [ 1.94931193e-01]\n",
      " [ 8.86389108e-01]\n",
      " [-1.76318545e-01]\n",
      " [-1.30139656e+00]\n",
      " [-7.14313622e-01]\n",
      " [ 2.15364417e+00]\n",
      " [-1.58786352e+00]\n",
      " [ 1.64467146e+00]\n",
      " [ 1.46374543e+00]\n",
      " [ 2.88122151e-01]\n",
      " [ 3.47976031e+00]\n",
      " [ 1.36960029e+00]\n",
      " [ 3.83848327e+00]\n",
      " [-4.01985336e+00]\n",
      " [-3.13198048e+00]\n",
      " [-2.02151215e+00]\n",
      " [-1.74330608e+00]\n",
      " [ 3.64189449e+00]\n",
      " [ 4.02655454e+00]\n",
      " [ 1.38538377e-02]\n",
      " [-5.01395606e-02]\n",
      " [-2.95442853e+00]\n",
      " [-2.78432550e+00]\n",
      " [ 2.82675938e-01]\n",
      " [-3.40010822e-01]\n",
      " [-1.17548594e+00]\n",
      " [ 1.67048504e+00]\n",
      " [ 1.59392850e+00]\n",
      " [-1.96290018e+00]\n",
      " [ 7.26687809e+00]\n",
      " [ 2.23044228e+00]\n",
      " [ 1.37974884e+00]\n",
      " [-9.48552556e-01]\n",
      " [-5.37613678e-01]\n",
      " [-3.74637389e+00]\n",
      " [ 2.81784507e+00]\n",
      " [-1.18951527e-01]\n",
      " [-3.47163180e+00]\n",
      " [ 1.37387747e+00]\n",
      " [ 1.39749583e+00]\n",
      " [-5.16340565e+00]\n",
      " [ 2.91807254e+00]\n",
      " [ 1.52626188e+00]\n",
      " [ 1.56213330e+00]\n",
      " [-4.75036976e+00]\n",
      " [ 8.15442963e-01]\n",
      " [-4.93877486e+00]\n",
      " [ 2.37089709e+00]\n",
      " [-8.34174919e-01]\n",
      " [ 9.84969085e-01]\n",
      " [ 4.70016387e+00]\n",
      " [-5.75434246e+00]] 1.9461289567114939\n",
      "[[ 3.51188649e-01]\n",
      " [-2.80201251e+00]\n",
      " [ 3.50361403e+00]\n",
      " [-9.10387622e+00]\n",
      " [-7.62352832e-02]\n",
      " [ 2.74254768e+00]\n",
      " [ 1.82745973e+00]\n",
      " [ 5.70791259e-01]\n",
      " [ 2.64051061e+00]\n",
      " [-2.53280187e+00]\n",
      " [-2.51825865e+00]\n",
      " [-3.76919241e-03]\n",
      " [-3.68703662e+00]\n",
      " [ 3.59925902e+00]\n",
      " [ 4.54510332e+00]\n",
      " [ 2.49562997e-01]\n",
      " [-2.72328081e+00]\n",
      " [-3.43318674e+00]\n",
      " [ 1.90987421e-01]\n",
      " [ 8.87327444e-01]\n",
      " [-1.74871920e-01]\n",
      " [-1.30046455e+00]\n",
      " [-7.18757731e-01]\n",
      " [ 2.15213578e+00]\n",
      " [-1.58799642e+00]\n",
      " [ 1.64587538e+00]\n",
      " [ 1.46470235e+00]\n",
      " [ 2.86596719e-01]\n",
      " [ 3.48119050e+00]\n",
      " [ 1.36802702e+00]\n",
      " [ 3.84114096e+00]\n",
      " [-4.02237803e+00]\n",
      " [-3.13539153e+00]\n",
      " [-2.02128578e+00]\n",
      " [-1.74583317e+00]\n",
      " [ 3.64714048e+00]\n",
      " [ 4.02923073e+00]\n",
      " [ 1.23793896e-02]\n",
      " [-5.06688041e-02]\n",
      " [-2.95461324e+00]\n",
      " [-2.78682774e+00]\n",
      " [ 2.85855069e-01]\n",
      " [-3.40157396e-01]\n",
      " [-1.17247183e+00]\n",
      " [ 1.67141402e+00]\n",
      " [ 1.59329715e+00]\n",
      " [-1.96457201e+00]\n",
      " [ 7.27002114e+00]\n",
      " [ 2.22737789e+00]\n",
      " [ 1.37961398e+00]\n",
      " [-9.48173433e-01]\n",
      " [-5.40365814e-01]\n",
      " [-3.74863492e+00]\n",
      " [ 2.81861491e+00]\n",
      " [-1.20796045e-01]\n",
      " [-3.47222057e+00]\n",
      " [ 1.37760128e+00]\n",
      " [ 1.39775945e+00]\n",
      " [-5.16464937e+00]\n",
      " [ 2.91923860e+00]\n",
      " [ 1.52514250e+00]\n",
      " [ 1.56314823e+00]\n",
      " [-4.75658669e+00]\n",
      " [ 8.14363124e-01]\n",
      " [-4.94108060e+00]\n",
      " [ 2.37252225e+00]\n",
      " [-8.34711856e-01]\n",
      " [ 9.86195702e-01]\n",
      " [ 4.69953272e+00]\n",
      " [-5.75977117e+00]] 1.945264198744377\n",
      "[[ 3.55031542e-01]\n",
      " [-2.80151024e+00]\n",
      " [ 3.50288588e+00]\n",
      " [-9.10368054e+00]\n",
      " [-7.65293503e-02]\n",
      " [ 2.74934339e+00]\n",
      " [ 1.83240278e+00]\n",
      " [ 5.72800786e-01]\n",
      " [ 2.64176560e+00]\n",
      " [-2.53087490e+00]\n",
      " [-2.52031999e+00]\n",
      " [-5.40763510e-03]\n",
      " [-3.68675897e+00]\n",
      " [ 3.59955714e+00]\n",
      " [ 4.54962230e+00]\n",
      " [ 2.46179538e-01]\n",
      " [-2.72649133e+00]\n",
      " [-3.43371942e+00]\n",
      " [ 1.87065379e-01]\n",
      " [ 8.88254226e-01]\n",
      " [-1.73430383e-01]\n",
      " [-1.29953022e+00]\n",
      " [-7.23187422e-01]\n",
      " [ 2.15063754e+00]\n",
      " [-1.58812857e+00]\n",
      " [ 1.64707198e+00]\n",
      " [ 1.46564359e+00]\n",
      " [ 2.85086915e-01]\n",
      " [ 3.48258717e+00]\n",
      " [ 1.36645521e+00]\n",
      " [ 3.84376455e+00]\n",
      " [-4.02487126e+00]\n",
      " [-3.13878057e+00]\n",
      " [-2.02103852e+00]\n",
      " [-1.74834780e+00]\n",
      " [ 3.65233677e+00]\n",
      " [ 4.03187026e+00]\n",
      " [ 1.09163553e-02]\n",
      " [-5.11913920e-02]\n",
      " [-2.95478483e+00]\n",
      " [-2.78929996e+00]\n",
      " [ 2.89031903e-01]\n",
      " [-3.40307558e-01]\n",
      " [-1.16947042e+00]\n",
      " [ 1.67233117e+00]\n",
      " [ 1.59266297e+00]\n",
      " [-1.96623567e+00]\n",
      " [ 7.27312313e+00]\n",
      " [ 2.22432662e+00]\n",
      " [ 1.37947577e+00]\n",
      " [-9.47793861e-01]\n",
      " [-5.43100826e-01]\n",
      " [-3.75087319e+00]\n",
      " [ 2.81936508e+00]\n",
      " [-1.22623246e-01]\n",
      " [-3.47280085e+00]\n",
      " [ 1.38127669e+00]\n",
      " [ 1.39802806e+00]\n",
      " [-5.16585558e+00]\n",
      " [ 2.92038724e+00]\n",
      " [ 1.52402836e+00]\n",
      " [ 1.56415751e+00]\n",
      " [-4.76274669e+00]\n",
      " [ 8.13299460e-01]\n",
      " [-4.94336327e+00]\n",
      " [ 2.37414704e+00]\n",
      " [-8.35245212e-01]\n",
      " [ 9.87408090e-01]\n",
      " [ 4.69891777e+00]\n",
      " [-5.76515003e+00]] 1.9444103684904563\n",
      "[[ 3.58851967e-01]\n",
      " [-2.80101630e+00]\n",
      " [ 3.50216026e+00]\n",
      " [-9.10347063e+00]\n",
      " [-7.68156660e-02]\n",
      " [ 2.75610129e+00]\n",
      " [ 1.83729576e+00]\n",
      " [ 5.74792075e-01]\n",
      " [ 2.64301810e+00]\n",
      " [-2.52895059e+00]\n",
      " [-2.52237800e+00]\n",
      " [-7.03311228e-03]\n",
      " [-3.68647534e+00]\n",
      " [ 3.59983723e+00]\n",
      " [ 4.55410366e+00]\n",
      " [ 2.42814860e-01]\n",
      " [-2.72968522e+00]\n",
      " [-3.43423391e+00]\n",
      " [ 1.83164996e-01]\n",
      " [ 8.89169539e-01]\n",
      " [-1.71993854e-01]\n",
      " [-1.29859371e+00]\n",
      " [-7.27602593e-01]\n",
      " [ 2.14914940e+00]\n",
      " [-1.58826010e+00]\n",
      " [ 1.64826140e+00]\n",
      " [ 1.46656942e+00]\n",
      " [ 2.83592624e-01]\n",
      " [ 3.48395088e+00]\n",
      " [ 1.36488494e+00]\n",
      " [ 3.84635458e+00]\n",
      " [-4.02733354e+00]\n",
      " [-3.14214788e+00]\n",
      " [-2.02077094e+00]\n",
      " [-1.75085001e+00]\n",
      " [ 3.65748399e+00]\n",
      " [ 4.03447370e+00]\n",
      " [ 9.46467617e-03]\n",
      " [-5.17074387e-02]\n",
      " [-2.95494354e+00]\n",
      " [-2.79174254e+00]\n",
      " [ 2.92206336e-01]\n",
      " [-3.40461277e-01]\n",
      " [-1.16648176e+00]\n",
      " [ 1.67323674e+00]\n",
      " [ 1.59202611e+00]\n",
      " [-1.96789115e+00]\n",
      " [ 7.27618464e+00]\n",
      " [ 2.22128854e+00]\n",
      " [ 1.37933428e+00]\n",
      " [-9.47413875e-01]\n",
      " [-5.45818841e-01]\n",
      " [-3.75308900e+00]\n",
      " [ 2.82009583e+00]\n",
      " [-1.24433214e-01]\n",
      " [-3.47337278e+00]\n",
      " [ 1.38490425e+00]\n",
      " [ 1.39830156e+00]\n",
      " [-5.16702501e+00]\n",
      " [ 2.92151867e+00]\n",
      " [ 1.52291954e+00]\n",
      " [ 1.56516120e+00]\n",
      " [-4.76885042e+00]\n",
      " [ 8.12251811e-01]\n",
      " [-4.94562321e+00]\n",
      " [ 2.37577137e+00]\n",
      " [-8.35774949e-01]\n",
      " [ 9.88606416e-01]\n",
      " [ 4.69831897e+00]\n",
      " [-5.77047965e+00]] 1.9435672560741764\n",
      "[[ 3.62650001e-01]\n",
      " [-2.80053075e+00]\n",
      " [ 3.50143726e+00]\n",
      " [-9.10324705e+00]\n",
      " [-7.70943452e-02]\n",
      " [ 2.76282170e+00]\n",
      " [ 1.84213924e+00]\n",
      " [ 5.76765334e-01]\n",
      " [ 2.64426822e+00]\n",
      " [-2.52702909e+00]\n",
      " [-2.52443271e+00]\n",
      " [-8.64569499e-03]\n",
      " [-3.68618591e+00]\n",
      " [ 3.60009967e+00]\n",
      " [ 4.55854791e+00]\n",
      " [ 2.39468862e-01]\n",
      " [-2.73286262e+00]\n",
      " [-3.43473043e+00]\n",
      " [ 1.79286200e-01]\n",
      " [ 8.90073468e-01]\n",
      " [-1.70562252e-01]\n",
      " [-1.29765517e+00]\n",
      " [-7.32003146e-01]\n",
      " [ 2.14767131e+00]\n",
      " [-1.58839110e+00]\n",
      " [ 1.64944374e+00]\n",
      " [ 1.46748012e+00]\n",
      " [ 2.82113736e-01]\n",
      " [ 3.48528215e+00]\n",
      " [ 1.36331626e+00]\n",
      " [ 3.84891155e+00]\n",
      " [-4.02976531e+00]\n",
      " [-3.14549375e+00]\n",
      " [-2.02048363e+00]\n",
      " [-1.75333985e+00]\n",
      " [ 3.66258273e+00]\n",
      " [ 4.03704161e+00]\n",
      " [ 8.02429189e-03]\n",
      " [-5.22170555e-02]\n",
      " [-2.95508965e+00]\n",
      " [-2.79415589e+00]\n",
      " [ 2.95378267e-01]\n",
      " [-3.40618520e-01]\n",
      " [-1.16350591e+00]\n",
      " [ 1.67413095e+00]\n",
      " [ 1.59138674e+00]\n",
      " [-1.96953846e+00]\n",
      " [ 7.27920625e+00]\n",
      " [ 2.21826371e+00]\n",
      " [ 1.37918956e+00]\n",
      " [-9.47033508e-01]\n",
      " [-5.48519984e-01]\n",
      " [-3.75528264e+00]\n",
      " [ 2.82080742e+00]\n",
      " [-1.26226035e-01]\n",
      " [-3.47393650e+00]\n",
      " [ 1.38848452e+00]\n",
      " [ 1.39857989e+00]\n",
      " [-5.16815837e+00]\n",
      " [ 2.92263311e+00]\n",
      " [ 1.52181615e+00]\n",
      " [ 1.56615938e+00]\n",
      " [-4.77489850e+00]\n",
      " [ 8.11220020e-01]\n",
      " [-4.94786078e+00]\n",
      " [ 2.37739518e+00]\n",
      " [-8.36301032e-01]\n",
      " [ 9.89790841e-01]\n",
      " [ 4.69773626e+00]\n",
      " [-5.77576065e+00]] 1.9427346564629573\n",
      "epoch 200 loss 1.942735\n",
      "[[ 3.66425719e-01]\n",
      " [-2.80005360e+00]\n",
      " [ 3.50071697e+00]\n",
      " [-9.10301037e+00]\n",
      " [-7.73655005e-02]\n",
      " [ 2.76950494e+00]\n",
      " [ 1.84693383e+00]\n",
      " [ 5.78720766e-01]\n",
      " [ 2.64551602e+00]\n",
      " [-2.52511056e+00]\n",
      " [-2.52648418e+00]\n",
      " [-1.02454551e-02]\n",
      " [-3.68589086e+00]\n",
      " [ 3.60034481e+00]\n",
      " [ 4.56295553e+00]\n",
      " [ 2.36141445e-01]\n",
      " [-2.73602361e+00]\n",
      " [-3.43520922e+00]\n",
      " [ 1.75428917e-01]\n",
      " [ 8.90966098e-01]\n",
      " [-1.69135501e-01]\n",
      " [-1.29671475e+00]\n",
      " [-7.36388989e-01]\n",
      " [ 2.14620321e+00]\n",
      " [-1.58852170e+00]\n",
      " [ 1.65061913e+00]\n",
      " [ 1.46837596e+00]\n",
      " [ 2.80650135e-01]\n",
      " [ 3.48658152e+00]\n",
      " [ 1.36174924e+00]\n",
      " [ 3.85143599e+00]\n",
      " [-4.03216703e+00]\n",
      " [-3.14881847e+00]\n",
      " [-2.02017715e+00]\n",
      " [-1.75581738e+00]\n",
      " [ 3.66763359e+00]\n",
      " [ 4.03957455e+00]\n",
      " [ 6.59514083e-03]\n",
      " [-5.27203511e-02]\n",
      " [-2.95522341e+00]\n",
      " [-2.79654039e+00]\n",
      " [ 2.98547598e-01]\n",
      " [-3.40779254e-01]\n",
      " [-1.16054290e+00]\n",
      " [ 1.67501402e+00]\n",
      " [ 1.59074499e+00]\n",
      " [-1.97117760e+00]\n",
      " [ 7.28218852e+00]\n",
      " [ 2.21525219e+00]\n",
      " [ 1.37904168e+00]\n",
      " [-9.46652793e-01]\n",
      " [-5.51204379e-01]\n",
      " [-3.75745441e+00]\n",
      " [ 2.82150010e+00]\n",
      " [-1.28001798e-01]\n",
      " [-3.47449214e+00]\n",
      " [ 1.39201803e+00]\n",
      " [ 1.39886296e+00]\n",
      " [-5.16925636e+00]\n",
      " [ 2.92373078e+00]\n",
      " [ 1.52071828e+00]\n",
      " [ 1.56715213e+00]\n",
      " [-4.78089156e+00]\n",
      " [ 8.10203928e-01]\n",
      " [-4.95007631e+00]\n",
      " [ 2.37901837e+00]\n",
      " [-8.36823425e-01]\n",
      " [ 9.90961526e-01]\n",
      " [ 4.69716958e+00]\n",
      " [-5.78099362e+00]] 1.94191236933805\n",
      "[[ 3.70179198e-01]\n",
      " [-2.79958490e+00]\n",
      " [ 3.49999949e+00]\n",
      " [-9.10276113e+00]\n",
      " [-7.76292428e-02]\n",
      " [ 2.77615133e+00]\n",
      " [ 1.85168009e+00]\n",
      " [ 5.80658574e-01]\n",
      " [ 2.64676161e+00]\n",
      " [-2.52319515e+00]\n",
      " [-2.52853242e+00]\n",
      " [-1.18324650e-02]\n",
      " [-3.68559038e+00]\n",
      " [ 3.60057301e+00]\n",
      " [ 4.56732701e+00]\n",
      " [ 2.32832506e-01]\n",
      " [-2.73916833e+00]\n",
      " [-3.43567047e+00]\n",
      " [ 1.71593073e-01]\n",
      " [ 8.91847513e-01]\n",
      " [-1.67713526e-01]\n",
      " [-1.29577258e+00]\n",
      " [-7.40760035e-01]\n",
      " [ 2.14474505e+00]\n",
      " [-1.58865199e+00]\n",
      " [ 1.65178768e+00]\n",
      " [ 1.46925722e+00]\n",
      " [ 2.79201708e-01]\n",
      " [ 3.48784949e+00]\n",
      " [ 1.36018394e+00]\n",
      " [ 3.85392841e+00]\n",
      " [-4.03453913e+00]\n",
      " [-3.15212230e+00]\n",
      " [-2.01985206e+00]\n",
      " [-1.75828265e+00]\n",
      " [ 3.67263716e+00]\n",
      " [ 4.04207305e+00]\n",
      " [ 5.17716005e-03]\n",
      " [-5.32174315e-02]\n",
      " [-2.95534506e+00]\n",
      " [-2.79889642e+00]\n",
      " [ 3.01714229e-01]\n",
      " [-3.40943445e-01]\n",
      " [-1.15759277e+00]\n",
      " [ 1.67588620e+00]\n",
      " [ 1.59010100e+00]\n",
      " [-1.97280854e+00]\n",
      " [ 7.28513202e+00]\n",
      " [ 2.21225403e+00]\n",
      " [ 1.37889070e+00]\n",
      " [-9.46271761e-01]\n",
      " [-5.53872153e-01]\n",
      " [-3.75960459e+00]\n",
      " [ 2.82217412e+00]\n",
      " [-1.29760589e-01]\n",
      " [-3.47503983e+00]\n",
      " [ 1.39550532e+00]\n",
      " [ 1.39915068e+00]\n",
      " [-5.17031966e+00]\n",
      " [ 2.92481189e+00]\n",
      " [ 1.51962600e+00]\n",
      " [ 1.56813951e+00]\n",
      " [-4.78683022e+00]\n",
      " [ 8.09203378e-01]\n",
      " [-4.95227012e+00]\n",
      " [ 2.38064087e+00]\n",
      " [-8.37342097e-01]\n",
      " [ 9.92118629e-01]\n",
      " [ 4.69661885e+00]\n",
      " [-5.78617915e+00]] 1.9411001989694314\n",
      "[[ 3.73910517e-01]\n",
      " [-2.79912466e+00]\n",
      " [ 3.49928490e+00]\n",
      " [-9.10249984e+00]\n",
      " [-7.78856807e-02]\n",
      " [ 2.78276118e+00]\n",
      " [ 1.85637861e+00]\n",
      " [ 5.82578955e-01]\n",
      " [ 2.64800506e+00]\n",
      " [-2.52128299e+00]\n",
      " [-2.53057749e+00]\n",
      " [-1.34067982e-02]\n",
      " [-3.68528463e+00]\n",
      " [ 3.60078461e+00]\n",
      " [ 4.57166283e+00]\n",
      " [ 2.29541945e-01]\n",
      " [-2.74229688e+00]\n",
      " [-3.43611440e+00]\n",
      " [ 1.67778592e-01]\n",
      " [ 8.92717797e-01]\n",
      " [-1.66296253e-01]\n",
      " [-1.29482880e+00]\n",
      " [-7.45116203e-01]\n",
      " [ 2.14329675e+00]\n",
      " [-1.58878208e+00]\n",
      " [ 1.65294950e+00]\n",
      " [ 1.47012415e+00]\n",
      " [ 2.77768343e-01]\n",
      " [ 3.48908658e+00]\n",
      " [ 1.35862041e+00]\n",
      " [ 3.85638929e+00]\n",
      " [-4.03688205e+00]\n",
      " [-3.15540552e+00]\n",
      " [-2.01950890e+00]\n",
      " [-1.76073571e+00]\n",
      " [ 3.67759401e+00]\n",
      " [ 4.04453765e+00]\n",
      " [ 3.77028534e-03]\n",
      " [-5.37084000e-02]\n",
      " [-2.95545484e+00]\n",
      " [-2.80122436e+00]\n",
      " [ 3.04878063e-01]\n",
      " [-3.41111057e-01]\n",
      " [-1.15465554e+00]\n",
      " [ 1.67674768e+00]\n",
      " [ 1.58945492e+00]\n",
      " [-1.97443131e+00]\n",
      " [ 7.28803727e+00]\n",
      " [ 2.20926928e+00]\n",
      " [ 1.37873665e+00]\n",
      " [-9.45890442e-01]\n",
      " [-5.56523429e-01]\n",
      " [-3.76173346e+00]\n",
      " [ 2.82282973e+00]\n",
      " [-1.31502500e-01]\n",
      " [-3.47557970e+00]\n",
      " [ 1.39894693e+00]\n",
      " [ 1.39944297e+00]\n",
      " [-5.17134894e+00]\n",
      " [ 2.92587664e+00]\n",
      " [ 1.51853940e+00]\n",
      " [ 1.56912161e+00]\n",
      " [-4.79271507e+00]\n",
      " [ 8.08218215e-01]\n",
      " [-4.95444254e+00]\n",
      " [ 2.38226261e+00]\n",
      " [-8.37857016e-01]\n",
      " [ 9.93262304e-01]\n",
      " [ 4.69608402e+00]\n",
      " [-5.79131782e+00]] 1.9402979540945937\n",
      "[[ 3.77619756e-01]\n",
      " [-2.79867291e+00]\n",
      " [ 3.49857327e+00]\n",
      " [-9.10222702e+00]\n",
      " [-7.81349213e-02]\n",
      " [ 2.78933479e+00]\n",
      " [ 1.86102993e+00]\n",
      " [ 5.84482106e-01]\n",
      " [ 2.64924645e+00]\n",
      " [-2.51937423e+00]\n",
      " [-2.53261941e+00]\n",
      " [-1.49685284e-02]\n",
      " [-3.68497379e+00]\n",
      " [ 3.60097994e+00]\n",
      " [ 4.57596346e+00]\n",
      " [ 2.26269659e-01]\n",
      " [-2.74540936e+00]\n",
      " [-3.43654122e+00]\n",
      " [ 1.63985396e-01]\n",
      " [ 8.93577035e-01]\n",
      " [-1.64883609e-01]\n",
      " [-1.29388355e+00]\n",
      " [-7.49457413e-01]\n",
      " [ 2.14185827e+00]\n",
      " [-1.58891206e+00]\n",
      " [ 1.65410470e+00]\n",
      " [ 1.47097701e+00]\n",
      " [ 2.76349923e-01]\n",
      " [ 3.49029329e+00]\n",
      " [ 1.35705873e+00]\n",
      " [ 3.85881912e+00]\n",
      " [-4.03919622e+00]\n",
      " [-3.15866840e+00]\n",
      " [-2.01914819e+00]\n",
      " [-1.76317662e+00]\n",
      " [ 3.68250472e+00]\n",
      " [ 4.04696887e+00]\n",
      " [ 2.37445136e-03]\n",
      " [-5.41933574e-02]\n",
      " [-2.95555300e+00]\n",
      " [-2.80352458e+00]\n",
      " [ 3.08039006e-01]\n",
      " [-3.41282056e-01]\n",
      " [-1.15173125e+00]\n",
      " [ 1.67759868e+00]\n",
      " [ 1.58880688e+00]\n",
      " [-1.97604588e+00]\n",
      " [ 7.29090482e+00]\n",
      " [ 2.20629798e+00]\n",
      " [ 1.37857961e+00]\n",
      " [-9.45508866e-01]\n",
      " [-5.59158332e-01]\n",
      " [-3.76384130e+00]\n",
      " [ 2.82346717e+00]\n",
      " [-1.33227619e-01]\n",
      " [-3.47611187e+00]\n",
      " [ 1.40234338e+00]\n",
      " [ 1.39973976e+00]\n",
      " [-5.17234487e+00]\n",
      " [ 2.92692523e+00]\n",
      " [ 1.51745855e+00]\n",
      " [ 1.57009848e+00]\n",
      " [-4.79854673e+00]\n",
      " [ 8.07248283e-01]\n",
      " [-4.95659389e+00]\n",
      " [ 2.38388349e+00]\n",
      " [-8.38368152e-01]\n",
      " [ 9.94392705e-01]\n",
      " [ 4.69556499e+00]\n",
      " [-5.79641019e+00]] 1.939505447801085\n",
      "[[ 3.81306994e-01]\n",
      " [-2.79822966e+00]\n",
      " [ 3.49786470e+00]\n",
      " [-9.10194315e+00]\n",
      " [-7.83770695e-02]\n",
      " [ 2.79587249e+00]\n",
      " [ 1.86563463e+00]\n",
      " [ 5.86368223e-01]\n",
      " [ 2.65048584e+00]\n",
      " [-2.51746898e+00]\n",
      " [-2.53465820e+00]\n",
      " [-1.65177301e-02]\n",
      " [-3.68465801e+00]\n",
      " [ 3.60115934e+00]\n",
      " [ 4.58022935e+00]\n",
      " [ 2.23015546e-01]\n",
      " [-2.74850589e+00]\n",
      " [-3.43695114e+00]\n",
      " [ 1.60213407e-01]\n",
      " [ 8.94425311e-01]\n",
      " [-1.63475524e-01]\n",
      " [-1.29293694e+00]\n",
      " [-7.53783594e-01]\n",
      " [ 2.14042954e+00]\n",
      " [-1.58904203e+00]\n",
      " [ 1.65525339e+00]\n",
      " [ 1.47181605e+00]\n",
      " [ 2.74946335e-01]\n",
      " [ 3.49147011e+00]\n",
      " [ 1.35549893e+00]\n",
      " [ 3.86121839e+00]\n",
      " [-4.04148206e+00]\n",
      " [-3.16191120e+00]\n",
      " [-2.01877045e+00]\n",
      " [-1.76560542e+00]\n",
      " [ 3.68736985e+00]\n",
      " [ 4.04936722e+00]\n",
      " [ 9.89591639e-04]\n",
      " [-5.46724018e-02]\n",
      " [-2.95563976e+00]\n",
      " [-2.80579743e+00]\n",
      " [ 3.11196962e-01]\n",
      " [-3.41456406e-01]\n",
      " [-1.14881991e+00]\n",
      " [ 1.67843941e+00]\n",
      " [ 1.58815701e+00]\n",
      " [-1.97765225e+00]\n",
      " [ 7.29373519e+00]\n",
      " [ 2.20334016e+00]\n",
      " [ 1.37841961e+00]\n",
      " [-9.45127059e-01]\n",
      " [-5.61776985e-01]\n",
      " [-3.76592839e+00]\n",
      " [ 2.82408667e+00]\n",
      " [-1.34936040e-01]\n",
      " [-3.47663645e+00]\n",
      " [ 1.40569518e+00]\n",
      " [ 1.40004096e+00]\n",
      " [-5.17330810e+00]\n",
      " [ 2.92795787e+00]\n",
      " [ 1.51638353e+00]\n",
      " [ 1.57107020e+00]\n",
      " [-4.80432577e+00]\n",
      " [ 8.06293428e-01]\n",
      " [-4.95872447e+00]\n",
      " [ 2.38550345e+00]\n",
      " [-8.38875477e-01]\n",
      " [ 9.95509981e-01]\n",
      " [ 4.69506169e+00]\n",
      " [-5.80145683e+00]] 1.9387224974126593\n",
      "[[ 3.84972314e-01]\n",
      " [-2.79779494e+00]\n",
      " [ 3.49715924e+00]\n",
      " [-9.10164872e+00]\n",
      " [-7.86122283e-02]\n",
      " [ 2.80237456e+00]\n",
      " [ 1.87019325e+00]\n",
      " [ 5.88237495e-01]\n",
      " [ 2.65172332e+00]\n",
      " [-2.51556737e+00]\n",
      " [-2.53669390e+00]\n",
      " [-1.80544784e-02]\n",
      " [-3.68433745e+00]\n",
      " [ 3.60132312e+00]\n",
      " [ 4.58446095e+00]\n",
      " [ 2.19779501e-01]\n",
      " [-2.75158657e+00]\n",
      " [-3.43734434e+00]\n",
      " [ 1.56462547e-01]\n",
      " [ 8.95262709e-01]\n",
      " [-1.62071929e-01]\n",
      " [-1.29198910e+00]\n",
      " [-7.58094676e-01]\n",
      " [ 2.13901051e+00]\n",
      " [-1.58917206e+00]\n",
      " [ 1.65639566e+00]\n",
      " [ 1.47264152e+00]\n",
      " [ 2.73557465e-01]\n",
      " [ 3.49261751e+00]\n",
      " [ 1.35394108e+00]\n",
      " [ 3.86358756e+00]\n",
      " [-4.04373999e+00]\n",
      " [-3.16513416e+00]\n",
      " [-2.01837620e+00]\n",
      " [-1.76802217e+00]\n",
      " [ 3.69218995e+00]\n",
      " [ 4.05173320e+00]\n",
      " [-3.84361320e-04]\n",
      " [-5.51456290e-02]\n",
      " [-2.95571537e+00]\n",
      " [-2.80804328e+00]\n",
      " [ 3.14351839e-01]\n",
      " [-3.41634070e-01]\n",
      " [-1.14592156e+00]\n",
      " [ 1.67927007e+00]\n",
      " [ 1.58750543e+00]\n",
      " [-1.97925043e+00]\n",
      " [ 7.29652890e+00]\n",
      " [ 2.20039585e+00]\n",
      " [ 1.37825671e+00]\n",
      " [-9.44745048e-01]\n",
      " [-5.64379512e-01]\n",
      " [-3.76799497e+00]\n",
      " [ 2.82468847e+00]\n",
      " [-1.36627852e-01]\n",
      " [-3.47715357e+00]\n",
      " [ 1.40900286e+00]\n",
      " [ 1.40034650e+00]\n",
      " [-5.17423925e+00]\n",
      " [ 2.92897475e+00]\n",
      " [ 1.51531441e+00]\n",
      " [ 1.57203682e+00]\n",
      " [-4.81005279e+00]\n",
      " [ 8.05353498e-01]\n",
      " [-4.96083457e+00]\n",
      " [ 2.38712241e+00]\n",
      " [-8.39378964e-01]\n",
      " [ 9.96614280e-01]\n",
      " [ 4.69457404e+00]\n",
      " [-5.80645829e+00]] 1.9379489243789103\n",
      "[[ 3.88615797e-01]\n",
      " [-2.79736876e+00]\n",
      " [ 3.49645697e+00]\n",
      " [-9.10134418e+00]\n",
      " [-7.88404993e-02]\n",
      " [ 2.80884130e+00]\n",
      " [ 1.87470634e+00]\n",
      " [ 5.90090114e-01]\n",
      " [ 2.65295894e+00]\n",
      " [-2.51366954e+00]\n",
      " [-2.53872654e+00]\n",
      " [-1.95788488e-02]\n",
      " [-3.68401227e+00]\n",
      " [ 3.60147161e+00]\n",
      " [ 4.58865871e+00]\n",
      " [ 2.16561423e-01]\n",
      " [-2.75465151e+00]\n",
      " [-3.43772104e+00]\n",
      " [ 1.52732735e-01]\n",
      " [ 8.96089312e-01]\n",
      " [-1.60672755e-01]\n",
      " [-1.29104017e+00]\n",
      " [-7.62390597e-01]\n",
      " [ 2.13760110e+00]\n",
      " [-1.58930226e+00]\n",
      " [ 1.65753162e+00]\n",
      " [ 1.47345366e+00]\n",
      " [ 2.72183197e-01]\n",
      " [ 3.49373598e+00]\n",
      " [ 1.35238522e+00]\n",
      " [ 3.86592710e+00]\n",
      " [-4.04597040e+00]\n",
      " [-3.16833754e+00]\n",
      " [-2.01796593e+00]\n",
      " [-1.77042692e+00]\n",
      " [ 3.69696556e+00]\n",
      " [ 4.05406732e+00]\n",
      " [-1.74747599e-03]\n",
      " [-5.56131325e-02]\n",
      " [-2.95578003e+00]\n",
      " [-2.81026248e+00]\n",
      " [ 3.17503545e-01]\n",
      " [-3.41815013e-01]\n",
      " [-1.14303619e+00]\n",
      " [ 1.68009086e+00]\n",
      " [ 1.58685226e+00]\n",
      " [-1.98084040e+00]\n",
      " [ 7.29928644e+00]\n",
      " [ 2.19746510e+00]\n",
      " [ 1.37809096e+00]\n",
      " [-9.44362860e-01]\n",
      " [-5.66966037e-01]\n",
      " [-3.77004133e+00]\n",
      " [ 2.82527279e+00]\n",
      " [-1.38303151e-01]\n",
      " [-3.47766335e+00]\n",
      " [ 1.41226692e+00]\n",
      " [ 1.40065629e+00]\n",
      " [-5.17513895e+00]\n",
      " [ 2.92997606e+00]\n",
      " [ 1.51425125e+00]\n",
      " [ 1.57299842e+00]\n",
      " [-4.81572837e+00]\n",
      " [ 8.04428340e-01]\n",
      " [-4.96292451e+00]\n",
      " [ 2.38874028e+00]\n",
      " [-8.39878587e-01]\n",
      " [ 9.97705748e-01]\n",
      " [ 4.69410193e+00]\n",
      " [-5.81141511e+00]] 1.93718455416826\n",
      "[[ 3.92237527e-01]\n",
      " [-2.79695112e+00]\n",
      " [ 3.49575796e+00]\n",
      " [-9.10102998e+00]\n",
      " [-7.90619818e-02]\n",
      " [ 2.81527303e+00]\n",
      " [ 1.87917442e+00]\n",
      " [ 5.91926265e-01]\n",
      " [ 2.65419277e+00]\n",
      " [-2.51177559e+00]\n",
      " [-2.54075613e+00]\n",
      " [-2.10909172e-02]\n",
      " [-3.68368263e+00]\n",
      " [ 3.60160510e+00]\n",
      " [ 4.59282306e+00]\n",
      " [ 2.13361205e-01]\n",
      " [-2.75770081e+00]\n",
      " [-3.43808142e+00]\n",
      " [ 1.49023890e-01]\n",
      " [ 8.96905203e-01]\n",
      " [-1.59277937e-01]\n",
      " [-1.29009024e+00]\n",
      " [-7.66671297e-01]\n",
      " [ 2.13620127e+00]\n",
      " [-1.58943269e+00]\n",
      " [ 1.65866137e+00]\n",
      " [ 1.47425271e+00]\n",
      " [ 2.70823418e-01]\n",
      " [ 3.49482598e+00]\n",
      " [ 1.35083140e+00]\n",
      " [ 3.86823746e+00]\n",
      " [-4.04817370e+00]\n",
      " [-3.17152159e+00]\n",
      " [-2.01754012e+00]\n",
      " [-1.77281974e+00]\n",
      " [ 3.70169723e+00]\n",
      " [ 4.05637005e+00]\n",
      " [-3.09982175e-03]\n",
      " [-5.60750032e-02]\n",
      " [-2.95583397e+00]\n",
      " [-2.81245538e+00]\n",
      " [ 3.20651989e-01]\n",
      " [-3.41999197e-01]\n",
      " [-1.14016383e+00]\n",
      " [ 1.68090197e+00]\n",
      " [ 1.58619762e+00]\n",
      " [-1.98242217e+00]\n",
      " [ 7.30200832e+00]\n",
      " [ 2.19454791e+00]\n",
      " [ 1.37792241e+00]\n",
      " [-9.43980519e-01]\n",
      " [-5.69536682e-01]\n",
      " [-3.77206771e+00]\n",
      " [ 2.82583988e+00]\n",
      " [-1.39962028e-01]\n",
      " [-3.47816588e+00]\n",
      " [ 1.41548786e+00]\n",
      " [ 1.40097025e+00]\n",
      " [-5.17600782e+00]\n",
      " [ 2.93096199e+00]\n",
      " [ 1.51319411e+00]\n",
      " [ 1.57395505e+00]\n",
      " [-4.82135306e+00]\n",
      " [ 8.03517803e-01]\n",
      " [-4.96499456e+00]\n",
      " [ 2.39035700e+00]\n",
      " [-8.40374323e-01]\n",
      " [ 9.98784528e-01]\n",
      " [ 4.69364529e+00]\n",
      " [-5.81632783e+00]] 1.9364292161641767\n",
      "[[ 3.95837588e-01]\n",
      " [-2.79654203e+00]\n",
      " [ 3.49506227e+00]\n",
      " [-9.10070655e+00]\n",
      " [-7.92767738e-02]\n",
      " [ 2.82167001e+00]\n",
      " [ 1.88359804e+00]\n",
      " [ 5.93746135e-01]\n",
      " [ 2.65542486e+00]\n",
      " [-2.50988563e+00]\n",
      " [-2.54278270e+00]\n",
      " [-2.25907601e-02]\n",
      " [-3.68334866e+00]\n",
      " [ 3.60172391e+00]\n",
      " [ 4.59695442e+00]\n",
      " [ 2.10178745e-01]\n",
      " [-2.76073457e+00]\n",
      " [-3.43842568e+00]\n",
      " [ 1.45335930e-01]\n",
      " [ 8.97710467e-01]\n",
      " [-1.57887411e-01]\n",
      " [-1.28913944e+00]\n",
      " [-7.70936720e-01]\n",
      " [ 2.13481094e+00]\n",
      " [-1.58956344e+00]\n",
      " [ 1.65978498e+00]\n",
      " [ 1.47503889e+00]\n",
      " [ 2.69478014e-01]\n",
      " [ 3.49588797e+00]\n",
      " [ 1.34927967e+00]\n",
      " [ 3.87051909e+00]\n",
      " [-4.05035028e+00]\n",
      " [-3.17468653e+00]\n",
      " [-2.01709926e+00]\n",
      " [-1.77520066e+00]\n",
      " [ 3.70638548e+00]\n",
      " [ 4.05864187e+00]\n",
      " [-4.44146884e-03]\n",
      " [-5.65313299e-02]\n",
      " [-2.95587741e+00]\n",
      " [-2.81462231e+00]\n",
      " [ 3.23797084e-01]\n",
      " [-3.42186585e-01]\n",
      " [-1.13730447e+00]\n",
      " [ 1.68170358e+00]\n",
      " [ 1.58554163e+00]\n",
      " [-1.98399573e+00]\n",
      " [ 7.30469503e+00]\n",
      " [ 2.19164432e+00]\n",
      " [ 1.37775109e+00]\n",
      " [-9.43598048e-01]\n",
      " [-5.72091569e-01]\n",
      " [-3.77407437e+00]\n",
      " [ 2.82638994e+00]\n",
      " [-1.41604579e-01]\n",
      " [-3.47866128e+00]\n",
      " [ 1.41866619e+00]\n",
      " [ 1.40128832e+00]\n",
      " [-5.17684646e+00]\n",
      " [ 2.93193273e+00]\n",
      " [ 1.51214304e+00]\n",
      " [ 1.57490678e+00]\n",
      " [-4.82692744e+00]\n",
      " [ 8.02621738e-01]\n",
      " [-4.96704501e+00]\n",
      " [ 2.39197247e+00]\n",
      " [-8.40866149e-01]\n",
      " [ 9.99850761e-01]\n",
      " [ 4.69320400e+00]\n",
      " [-5.82119698e+00]] 1.9356827435645148\n",
      "[[ 3.99416065e-01]\n",
      " [-2.79614149e+00]\n",
      " [ 3.49436995e+00]\n",
      " [-9.10037430e+00]\n",
      " [-7.94849712e-02]\n",
      " [ 2.82803255e+00]\n",
      " [ 1.88797771e+00]\n",
      " [ 5.95549905e-01]\n",
      " [ 2.65665528e+00]\n",
      " [-2.50799978e+00]\n",
      " [-2.54480627e+00]\n",
      " [-2.40784542e-02]\n",
      " [-3.68301051e+00]\n",
      " [ 3.60182834e+00]\n",
      " [ 4.60105321e+00]\n",
      " [ 2.07013937e-01]\n",
      " [-2.76375290e+00]\n",
      " [-3.43875401e+00]\n",
      " [ 1.41668773e-01]\n",
      " [ 8.98505185e-01]\n",
      " [-1.56501112e-01]\n",
      " [-1.28818789e+00]\n",
      " [-7.75186815e-01]\n",
      " [ 2.13343004e+00]\n",
      " [-1.58969459e+00]\n",
      " [ 1.66090257e+00]\n",
      " [ 1.47581244e+00]\n",
      " [ 2.68146868e-01]\n",
      " [ 3.49692241e+00]\n",
      " [ 1.34773008e+00]\n",
      " [ 3.87277243e+00]\n",
      " [-4.05250054e+00]\n",
      " [-3.17783261e+00]\n",
      " [-2.01664381e+00]\n",
      " [-1.77756976e+00]\n",
      " [ 3.71103084e+00]\n",
      " [ 4.06088326e+00]\n",
      " [-5.77248829e-03]\n",
      " [-5.69821990e-02]\n",
      " [-2.95591056e+00]\n",
      " [-2.81676362e+00]\n",
      " [ 3.26938741e-01]\n",
      " [-3.42377140e-01]\n",
      " [-1.13445814e+00]\n",
      " [ 1.68249588e+00]\n",
      " [ 1.58488440e+00]\n",
      " [-1.98556108e+00]\n",
      " [ 7.30734703e+00]\n",
      " [ 2.18875434e+00]\n",
      " [ 1.37757707e+00]\n",
      " [-9.43215471e-01]\n",
      " [-5.74630821e-01]\n",
      " [-3.77606155e+00]\n",
      " [ 2.82692320e+00]\n",
      " [-1.43230898e-01]\n",
      " [-3.47914966e+00]\n",
      " [ 1.42180238e+00]\n",
      " [ 1.40161040e+00]\n",
      " [-5.17765544e+00]\n",
      " [ 2.93288846e+00]\n",
      " [ 1.51109812e+00]\n",
      " [ 1.57585366e+00]\n",
      " [-4.83245205e+00]\n",
      " [ 8.01739995e-01]\n",
      " [-4.96907614e+00]\n",
      " [ 2.39358664e+00]\n",
      " [-8.41354044e-01]\n",
      " [ 1.00090459e+00]\n",
      " [ 4.69277798e+00]\n",
      " [-5.82602306e+00]] 1.9349449732838646\n",
      "[[ 4.02973042e-01]\n",
      " [-2.79574951e+00]\n",
      " [ 3.49368108e+00]\n",
      " [-9.10003366e+00]\n",
      " [-7.96866686e-02]\n",
      " [ 2.83436093e+00]\n",
      " [ 1.89231395e+00]\n",
      " [ 5.97337756e-01]\n",
      " [ 2.65788408e+00]\n",
      " [-2.50611814e+00]\n",
      " [-2.54682686e+00]\n",
      " [-2.55540766e-02]\n",
      " [-3.68266833e+00]\n",
      " [ 3.60191866e+00]\n",
      " [ 4.60511985e+00]\n",
      " [ 2.03866677e-01]\n",
      " [-2.76675590e+00]\n",
      " [-3.43906658e+00]\n",
      " [ 1.38022335e-01]\n",
      " [ 8.99289442e-01]\n",
      " [-1.55118980e-01]\n",
      " [-1.28723568e+00]\n",
      " [-7.79421534e-01]\n",
      " [ 2.13205853e+00]\n",
      " [-1.58982619e+00]\n",
      " [ 1.66201422e+00]\n",
      " [ 1.47657357e+00]\n",
      " [ 2.66829869e-01]\n",
      " [ 3.49792972e+00]\n",
      " [ 1.34618267e+00]\n",
      " [ 3.87499791e+00]\n",
      " [-4.05462486e+00]\n",
      " [-3.18096006e+00]\n",
      " [-2.01617422e+00]\n",
      " [-1.77992708e+00]\n",
      " [ 3.71563382e+00]\n",
      " [ 4.06309468e+00]\n",
      " [-7.09295188e-03]\n",
      " [-5.74276949e-02]\n",
      " [-2.95593362e+00]\n",
      " [-2.81887963e+00]\n",
      " [ 3.30076874e-01]\n",
      " [-3.42570824e-01]\n",
      " [-1.13162482e+00]\n",
      " [ 1.68327905e+00]\n",
      " [ 1.58422602e+00]\n",
      " [-1.98711822e+00]\n",
      " [ 7.30996481e+00]\n",
      " [ 2.18587797e+00]\n",
      " [ 1.37740038e+00]\n",
      " [-9.42832809e-01]\n",
      " [-5.77154557e-01]\n",
      " [-3.77802950e+00]\n",
      " [ 2.82743988e+00]\n",
      " [-1.44841082e-01]\n",
      " [-3.47963111e+00]\n",
      " [ 1.42489693e+00]\n",
      " [ 1.40193644e+00]\n",
      " [-5.17843536e+00]\n",
      " [ 2.93382936e+00]\n",
      " [ 1.51005938e+00]\n",
      " [ 1.57679576e+00]\n",
      " [-4.83792744e+00]\n",
      " [ 8.00872426e-01]\n",
      " [-4.97108821e+00]\n",
      " [ 2.39519941e+00]\n",
      " [-8.41837987e-01]\n",
      " [ 1.00194614e+00]\n",
      " [ 4.69236711e+00]\n",
      " [-5.83080659e+00]] 1.9342157458587996\n",
      "[[ 4.06508608e-01]\n",
      " [-2.79536609e+00]\n",
      " [ 3.49299570e+00]\n",
      " [-9.09968500e+00]\n",
      " [-7.98819587e-02]\n",
      " [ 2.84065543e+00]\n",
      " [ 1.89660728e+00]\n",
      " [ 5.99109865e-01]\n",
      " [ 2.65911131e+00]\n",
      " [-2.50424081e+00]\n",
      " [-2.54884448e+00]\n",
      " [-2.70177047e-02]\n",
      " [-3.68232224e+00]\n",
      " [ 3.60199517e+00]\n",
      " [ 4.60915473e+00]\n",
      " [ 2.00736860e-01]\n",
      " [-2.76974366e+00]\n",
      " [-3.43936359e+00]\n",
      " [ 1.34396532e-01]\n",
      " [ 9.00063319e-01]\n",
      " [-1.53740954e-01]\n",
      " [-1.28628292e+00]\n",
      " [-7.83640834e-01]\n",
      " [ 2.13069632e+00]\n",
      " [-1.58995833e+00]\n",
      " [ 1.66312001e+00]\n",
      " [ 1.47732251e+00]\n",
      " [ 2.65526900e-01]\n",
      " [ 3.49891036e+00]\n",
      " [ 1.34463749e+00]\n",
      " [ 3.87719597e+00]\n",
      " [-4.05672361e+00]\n",
      " [-3.18406909e+00]\n",
      " [-2.01569094e+00]\n",
      " [-1.78227269e+00]\n",
      " [ 3.72019493e+00]\n",
      " [ 4.06527658e+00]\n",
      " [-8.40293206e-03]\n",
      " [-5.78678997e-02]\n",
      " [-2.95594681e+00]\n",
      " [-2.82097067e+00]\n",
      " [ 3.33211399e-01]\n",
      " [-3.42767599e-01]\n",
      " [-1.12880452e+00]\n",
      " [ 1.68405326e+00]\n",
      " [ 1.58356661e+00]\n",
      " [-1.98866715e+00]\n",
      " [ 7.31254883e+00]\n",
      " [ 2.18301524e+00]\n",
      " [ 1.37722106e+00]\n",
      " [-9.42450083e-01]\n",
      " [-5.79662900e-01]\n",
      " [-3.77997847e+00]\n",
      " [ 2.82794019e+00]\n",
      " [-1.46435225e-01]\n",
      " [-3.48010575e+00]\n",
      " [ 1.42795032e+00]\n",
      " [ 1.40226634e+00]\n",
      " [-5.17918677e+00]\n",
      " [ 2.93475560e+00]\n",
      " [ 1.50902687e+00]\n",
      " [ 1.57773312e+00]\n",
      " [-4.84335416e+00]\n",
      " [ 8.00018885e-01]\n",
      " [-4.97308149e+00]\n",
      " [ 2.39681071e+00]\n",
      " [-8.42317961e-01]\n",
      " [ 1.00297556e+00]\n",
      " [ 4.69197128e+00]\n",
      " [-5.83554807e+00]] 1.9334949053559258\n",
      "[[ 0.41002285]\n",
      " [-2.79499121]\n",
      " [ 3.49231386]\n",
      " [-9.09932871]\n",
      " [-0.08007093]\n",
      " [ 2.84691632]\n",
      " [ 1.90085818]\n",
      " [ 0.60086641]\n",
      " [ 2.66033702]\n",
      " [-2.50236789]\n",
      " [-2.55085915]\n",
      " [-0.02846942]\n",
      " [-3.68197238]\n",
      " [ 3.60205814]\n",
      " [ 4.61315826]\n",
      " [ 0.19762438]\n",
      " [-2.77271629]\n",
      " [-3.43964522]\n",
      " [ 0.13079128]\n",
      " [ 0.9008269 ]\n",
      " [-0.15236698]\n",
      " [-1.28532972]\n",
      " [-0.78784467]\n",
      " [ 2.12934337]\n",
      " [-1.59009107]\n",
      " [ 1.66422003]\n",
      " [ 1.47805946]\n",
      " [ 0.26423785]\n",
      " [ 3.49986475]\n",
      " [ 1.34309456]\n",
      " [ 3.87936701]\n",
      " [-4.05879715]\n",
      " [-3.18715993]\n",
      " [-2.01519441]\n",
      " [-1.78460663]\n",
      " [ 3.72471467]\n",
      " [ 4.0674294 ]\n",
      " [-0.0097025 ]\n",
      " [-0.05830289]\n",
      " [-2.9559503 ]\n",
      " [-2.82303706]\n",
      " [ 0.33634223]\n",
      " [-0.34296743]\n",
      " [-1.12599722]\n",
      " [ 1.68481868]\n",
      " [ 1.58290627]\n",
      " [-1.99020786]\n",
      " [ 7.31509954]\n",
      " [ 2.18016614]\n",
      " [ 1.37703916]\n",
      " [-0.94206731]\n",
      " [-0.58215597]\n",
      " [-3.78190867]\n",
      " [ 2.82842433]\n",
      " [-0.14801343]\n",
      " [-3.48057366]\n",
      " [ 1.43096301]\n",
      " [ 1.40260003]\n",
      " [-5.17991024]\n",
      " [ 2.93566736]\n",
      " [ 1.50800065]\n",
      " [ 1.5786658 ]\n",
      " [-4.84873273]\n",
      " [ 0.79917923]\n",
      " [-4.97505624]\n",
      " [ 2.39842047]\n",
      " [-0.84279395]\n",
      " [ 1.00399298]\n",
      " [ 4.6915904 ]\n",
      " [-5.84024801]] 1.9327822992826331\n",
      "[[ 0.41351585]\n",
      " [-2.79462488]\n",
      " [ 3.49163562]\n",
      " [-9.09896516]\n",
      " [-0.08025368]\n",
      " [ 2.8531439 ]\n",
      " [ 1.90506717]\n",
      " [ 0.60260756]\n",
      " [ 2.66156125]\n",
      " [-2.50049947]\n",
      " [-2.55287088]\n",
      " [-0.02990929]\n",
      " [-3.68161889]\n",
      " [ 3.60210785]\n",
      " [ 4.61713082]\n",
      " [ 0.19452913]\n",
      " [-2.77567388]\n",
      " [-3.43991164]\n",
      " [ 0.12720649]\n",
      " [ 0.90158026]\n",
      " [-0.15099699]\n",
      " [-1.28437618]\n",
      " [-0.79203302]\n",
      " [ 2.12799959]\n",
      " [-1.59022447]\n",
      " [ 1.66531436]\n",
      " [ 1.47878464]\n",
      " [ 0.2629626 ]\n",
      " [ 3.50079331]\n",
      " [ 1.34155394]\n",
      " [ 3.88151145]\n",
      " [-4.06084587]\n",
      " [-3.1902328 ]\n",
      " [-2.01468506]\n",
      " [-1.78692897]\n",
      " [ 3.72919353]\n",
      " [ 4.06955359]\n",
      " [-0.01099174]\n",
      " [-0.05873275]\n",
      " [-2.95594432]\n",
      " [-2.82507911]\n",
      " [ 0.33946929]\n",
      " [-0.34317027]\n",
      " [-1.12320294]\n",
      " [ 1.68557549]\n",
      " [ 1.58224508]\n",
      " [-1.99174036]\n",
      " [ 7.31761738]\n",
      " [ 2.17733068]\n",
      " [ 1.37685471]\n",
      " [-0.94168452]\n",
      " [-0.58463389]\n",
      " [-3.78382036]\n",
      " [ 2.82889253]\n",
      " [-0.14957578]\n",
      " [-3.48103494]\n",
      " [ 1.43393549]\n",
      " [ 1.40293745]\n",
      " [-5.18060631]\n",
      " [ 2.93656481]\n",
      " [ 1.50698074]\n",
      " [ 1.57959386]\n",
      " [-4.85406368]\n",
      " [ 0.7983533 ]\n",
      " [-4.97701272]\n",
      " [ 2.40002861]\n",
      " [-0.84326593]\n",
      " [ 1.00499853]\n",
      " [ 4.69122434]\n",
      " [-5.84490687]] 1.9320964032022387\n",
      "[[ 0.4169877 ]\n",
      " [-2.79426708]\n",
      " [ 3.49096102]\n",
      " [-9.0985947 ]\n",
      " [-0.08043029]\n",
      " [ 2.85933842]\n",
      " [ 1.90923472]\n",
      " [ 0.60433349]\n",
      " [ 2.66278405]\n",
      " [-2.49863564]\n",
      " [-2.55487969]\n",
      " [-0.0313374 ]\n",
      " [-3.68126187]\n",
      " [ 3.60214456]\n",
      " [ 4.6210728 ]\n",
      " [ 0.19145101]\n",
      " [-2.77861654]\n",
      " [-3.44016303]\n",
      " [ 0.12364208]\n",
      " [ 0.9023235 ]\n",
      " [-0.14963093]\n",
      " [-1.28342239]\n",
      " [-0.79620584]\n",
      " [ 2.12666493]\n",
      " [-1.59035859]\n",
      " [ 1.66640308]\n",
      " [ 1.47949825]\n",
      " [ 0.26170104]\n",
      " [ 3.50169646]\n",
      " [ 1.34001567]\n",
      " [ 3.88362969]\n",
      " [-4.06287011]\n",
      " [-3.19328791]\n",
      " [-2.01416331]\n",
      " [-1.78923976]\n",
      " [ 3.733632  ]\n",
      " [ 4.07164958]\n",
      " [-0.01227071]\n",
      " [-0.05915756]\n",
      " [-2.95592904]\n",
      " [-2.82709715]\n",
      " [ 0.34259249]\n",
      " [-0.34337609]\n",
      " [-1.12042165]\n",
      " [ 1.68632384]\n",
      " [ 1.58158316]\n",
      " [-1.99326463]\n",
      " [ 7.3201028 ]\n",
      " [ 2.17450886]\n",
      " [ 1.37666777]\n",
      " [-0.94130172]\n",
      " [-0.58709677]\n",
      " [-3.78571375]\n",
      " [ 2.82934498]\n",
      " [-0.15112239]\n",
      " [-3.4814897 ]\n",
      " [ 1.4368682 ]\n",
      " [ 1.40327851]\n",
      " [-5.18127552]\n",
      " [ 2.93744812]\n",
      " [ 1.5059672 ]\n",
      " [ 1.58051735]\n",
      " [-4.85934752]\n",
      " [ 0.79754097]\n",
      " [-4.97895117]\n",
      " [ 2.40163505]\n",
      " [-0.8437339 ]\n",
      " [ 1.00599233]\n",
      " [ 4.69087299]\n",
      " [-5.84952515]] 1.9314297183081703\n",
      "[[ 0.4204385 ]\n",
      " [-2.7939178 ]\n",
      " [ 3.4902901 ]\n",
      " [-9.09821768]\n",
      " [-0.08060085]\n",
      " [ 2.86550015]\n",
      " [ 1.91336133]\n",
      " [ 0.60604437]\n",
      " [ 2.66400545]\n",
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      " [-2.55688558]\n",
      " [-0.03275383]\n",
      " [-3.68090147]\n",
      " [ 3.60216854]\n",
      " [ 4.62498457]\n",
      " [ 0.18838991]\n",
      " [-2.78154435]\n",
      " [-3.44039955]\n",
      " [ 0.12009796]\n",
      " [ 0.90305668]\n",
      " [-0.14826875]\n",
      " [-1.28246845]\n",
      " [-0.8003631 ]\n",
      " [ 2.12533933]\n",
      " [-1.59049349]\n",
      " [ 1.66748628]\n",
      " [ 1.4802005 ]\n",
      " [ 0.26045306]\n",
      " [ 3.50257461]\n",
      " [ 1.33847977]\n",
      " [ 3.88572213]\n",
      " [-4.06487022]\n",
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      " [-2.01362956]\n",
      " [-1.79153906]\n",
      " [ 3.73803056]\n",
      " [ 4.07371778]\n",
      " [-0.01353949]\n",
      " [-0.05957738]\n",
      " [-2.95590465]\n",
      " [-2.82909146]\n",
      " [ 0.34571176]\n",
      " [-0.34358484]\n",
      " [-1.11765334]\n",
      " [ 1.68706388]\n",
      " [ 1.58092057]\n",
      " [-1.99478069]\n",
      " [ 7.32255622]\n",
      " [ 2.17170068]\n",
      " [ 1.37647836]\n",
      " [-0.94091893]\n",
      " [-0.58954473]\n",
      " [-3.78758907]\n",
      " [ 2.82978188]\n",
      " [-0.15265334]\n",
      " [-3.48193801]\n",
      " [ 1.43976162]\n",
      " [ 1.40362315]\n",
      " [-5.18191839]\n",
      " [ 2.93831745]\n",
      " [ 1.50496005]\n",
      " [ 1.58143632]\n",
      " [-4.86458478]\n",
      " [ 0.79674209]\n",
      " [-4.98087184]\n",
      " [ 2.40323973]\n",
      " [-0.84419783]\n",
      " [ 1.00697451]\n",
      " [ 4.69053624]\n",
      " [-5.85410331]] 1.930770677918727\n",
      "[[ 0.42386832]\n",
      " [-2.79357704]\n",
      " [ 3.4896229 ]\n",
      " [-9.09783443]\n",
      " [-0.08076543]\n",
      " [ 2.87162937]\n",
      " [ 1.91744748]\n",
      " [ 0.60774037]\n",
      " [ 2.6652255 ]\n",
      " [-2.49492209]\n",
      " [-2.55888857]\n",
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      " [-3.6805378 ]\n",
      " [ 3.60218004]\n",
      " [ 4.62886649]\n",
      " [ 0.18534572]\n",
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      " [-3.44062139]\n",
      " [ 0.11657405]\n",
      " [ 0.90377989]\n",
      " [-0.1469104 ]\n",
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      " [-0.80450478]\n",
      " [ 2.1240227 ]\n",
      " [-1.59062922]\n",
      " [ 1.66856401]\n",
      " [ 1.48089157]\n",
      " [ 0.25921854]\n",
      " [ 3.50342815]\n",
      " [ 1.33694628]\n",
      " [ 3.88778916]\n",
      " [-4.06684656]\n",
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      " [-1.79382693]\n",
      " [ 3.74238968]\n",
      " [ 4.07575862]\n",
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      " [-2.95587134]\n",
      " [-2.83106235]\n",
      " [ 0.34882701]\n",
      " [-0.34379649]\n",
      " [-1.11489799]\n",
      " [ 1.68779579]\n",
      " [ 1.58025742]\n",
      " [-1.99628854]\n",
      " [ 7.32497808]\n",
      " [ 2.16890612]\n",
      " [ 1.37628653]\n",
      " [-0.94053616]\n",
      " [-0.5919779 ]\n",
      " [-3.78944654]\n",
      " [ 2.83020344]\n",
      " [-0.15416875]\n",
      " [-3.48237997]\n",
      " [ 1.44261619]\n",
      " [ 1.40397129]\n",
      " [-5.18253544]\n",
      " [ 2.93917297]\n",
      " [ 1.50395933]\n",
      " [ 1.58235082]\n",
      " [-4.86977595]\n",
      " [ 0.79595653]\n",
      " [-4.98277496]\n",
      " [ 2.40484258]\n",
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      " [ 1.00794521]\n",
      " [ 4.69021395]\n",
      " [-5.85864182]] 1.9301425941520043\n",
      "[[ 0.42727727]\n",
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      " [ 3.48895947]\n",
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      " [ 2.87772633]\n",
      " [ 1.92149363]\n",
      " [ 0.60942165]\n",
      " [ 2.66644423]\n",
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      " [-3.68017097]\n",
      " [ 3.60217931]\n",
      " [ 4.63271894]\n",
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      " [ 0.11307025]\n",
      " [ 0.90449321]\n",
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      " [-0.80863085]\n",
      " [ 2.122715  ]\n",
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      " [ 1.66963637]\n",
      " [ 1.48157167]\n",
      " [ 0.25799737]\n",
      " [ 3.50425748]\n",
      " [ 1.33541524]\n",
      " [ 3.88983117]\n",
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      " [ 3.74670983]\n",
      " [ 4.07777251]\n",
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      " [ 0.35193817]\n",
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      " [-1.1121556 ]\n",
      " [ 1.68851971]\n",
      " [ 1.57959379]\n",
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      " [ 7.32736878]\n",
      " [ 2.16612519]\n",
      " [ 1.37609231]\n",
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      " [ 2.83060985]\n",
      " [-0.1556687 ]\n",
      " [-3.48281568]\n",
      " [ 1.44543236]\n",
      " [ 1.40432286]\n",
      " [-5.18312718]\n",
      " [ 2.94001484]\n",
      " [ 1.50296508]\n",
      " [ 1.5832609 ]\n",
      " [-4.87492154]\n",
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      " [-4.98466078]\n",
      " [ 2.4064435 ]\n",
      " [-0.84511355]\n",
      " [ 1.00890454]\n",
      " [ 4.68990602]\n",
      " [-5.86314114]] 1.9295501179926742\n",
      "[[ 0.43066542]\n",
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      " [ 3.48829984]\n",
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      " [ 2.88379129]\n",
      " [ 1.92550025]\n",
      " [ 0.61108837]\n",
      " [ 2.66766168]\n",
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      " [ 3.60216661]\n",
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      " [-2.7902397 ]\n",
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      " [ 2.12141614]\n",
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      " [ 1.67070342]\n",
      " [ 1.48224098]\n",
      " [ 0.25678944]\n",
      " [ 3.50506299]\n",
      " [ 1.33388668]\n",
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      " [ 3.75099147]\n",
      " [ 4.07975984]\n",
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      " [ 0.35504517]\n",
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      " [-1.10942613]\n",
      " [ 1.68923578]\n",
      " [ 1.57892976]\n",
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      " [ 7.32972875]\n",
      " [ 2.16335786]\n",
      " [ 1.37589574]\n",
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      " [ 2.8310013 ]\n",
      " [-0.1571533 ]\n",
      " [-3.4832452 ]\n",
      " [ 1.44821057]\n",
      " [ 1.40467779]\n",
      " [-5.1836941 ]\n",
      " [ 2.94084321]\n",
      " [ 1.50197731]\n",
      " [ 1.58416661]\n",
      " [-4.88002204]\n",
      " [ 0.79442476]\n",
      " [-4.98652953]\n",
      " [ 2.40804245]\n",
      " [-0.84556532]\n",
      " [ 1.00985262]\n",
      " [ 4.68961232]\n",
      " [-5.86760172]] 1.928964634792786\n",
      "[[ 0.43403288]\n",
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      " [ 3.48764405]\n",
      " [-9.09665052]\n",
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      " [ 2.88982451]\n",
      " [ 1.92946781]\n",
      " [ 0.6127407 ]\n",
      " [ 2.66887788]\n",
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      " [-3.6794283 ]\n",
      " [ 3.60214216]\n",
      " [ 4.64033682]\n",
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      " [ 0.10612265]\n",
      " [ 0.90589052]\n",
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      " [ 2.12012608]\n",
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      " [ 1.67176523]\n",
      " [ 1.48289968]\n",
      " [ 0.25559464]\n",
      " [ 3.50584507]\n",
      " [ 1.33236064]\n",
      " [ 3.89384162]\n",
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      " [ 3.75523504]\n",
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      " [ 0.35814792]\n",
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      " [ 1.68994415]\n",
      " [ 1.5782654 ]\n",
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      " [ 7.33205837]\n",
      " [ 2.16060413]\n",
      " [ 1.37569686]\n",
      " [-0.9393882 ]\n",
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      " [ 2.83137799]\n",
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      " [ 1.45095126]\n",
      " [ 1.40503602]\n",
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      " [ 2.94165825]\n",
      " [ 1.50099606]\n",
      " [ 1.58506799]\n",
      " [-4.88507792]\n",
      " [ 0.79367828]\n",
      " [-4.98838142]\n",
      " [ 2.40963934]\n",
      " [-0.84601301]\n",
      " [ 1.01078957]\n",
      " [ 4.68933272]\n",
      " [-5.872024  ]] 1.9283860163388549\n",
      "[[ 0.43737973]\n",
      " [-2.79229871]\n",
      " [ 3.48699213]\n",
      " [-9.0962455 ]\n",
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      " [ 2.89582625]\n",
      " [ 1.93339675]\n",
      " [ 0.61437879]\n",
      " [ 2.67009286]\n",
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      " [ 3.60210621]\n",
      " [ 4.64410295]\n",
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      " [ 2.11884473]\n",
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      " [ 1.67282187]\n",
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      " [ 0.25441285]\n",
      " [ 3.50660408]\n",
      " [ 1.33083714]\n",
      " [ 3.8958108 ]\n",
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      " [ 3.75944101]\n",
      " [ 4.08365642]\n",
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      " [ 0.36124636]\n",
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      " [ 1.69064496]\n",
      " [ 1.5776008 ]\n",
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      " [ 7.33435805]\n",
      " [ 2.15786398]\n",
      " [ 1.37549569]\n",
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      " [ 2.83174011]\n",
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      " [ 1.45365486]\n",
      " [ 1.40539747]\n",
      " [-5.18475543]\n",
      " [ 2.9424601 ]\n",
      " [ 1.50002136]\n",
      " [ 1.58596509]\n",
      " [-4.89008969]\n",
      " [ 0.79294455]\n",
      " [-4.99021668]\n",
      " [ 2.4112341 ]\n",
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      " [ 1.01171552]\n",
      " [ 4.68906709]\n",
      " [-5.87640842]] 1.9278141372258693\n",
      "[[ 0.44070607]\n",
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      " [ 3.48634412]\n",
      " [-9.09583577]\n",
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      " [ 2.90179676]\n",
      " [ 1.93728753]\n",
      " [ 0.6160028 ]\n",
      " [ 2.67130664]\n",
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      " [-3.67867435]\n",
      " [ 3.602059  ]\n",
      " [ 4.64784099]\n",
      " [ 0.17037485]\n",
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      " [ 2.11757204]\n",
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      " [ 1.6738734 ]\n",
      " [ 1.48418601]\n",
      " [ 0.25324397]\n",
      " [ 3.5073404 ]\n",
      " [ 1.32931621]\n",
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      " [-1.80509683]\n",
      " [ 3.7636098 ]\n",
      " [ 4.08556644]\n",
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      " [ 0.36434042]\n",
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      " [ 1.69133835]\n",
      " [ 1.57693603]\n",
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      " [ 7.33662818]\n",
      " [ 2.15513739]\n",
      " [ 1.37529229]\n",
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      " [-3.79847361]\n",
      " [ 2.83208783]\n",
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      " [-3.48449754]\n",
      " [ 1.4563218 ]\n",
      " [ 1.40576207]\n",
      " [-5.1852508 ]\n",
      " [ 2.94324891]\n",
      " [ 1.49905321]\n",
      " [ 1.58685795]\n",
      " [-4.8950578 ]\n",
      " [ 0.79222345]\n",
      " [-4.99203553]\n",
      " [ 2.41282666]\n",
      " [-0.84689613]\n",
      " [ 1.01263058]\n",
      " [ 4.68881531]\n",
      " [-5.88075541]] 1.9272488747879923\n",
      "[[ 0.44401199]\n",
      " [-2.79171011]\n",
      " [ 3.48570003]\n",
      " [-9.09542161]\n",
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      " [ 2.90773628]\n",
      " [ 1.94114058]\n",
      " [ 0.61761289]\n",
      " [ 2.67251925]\n",
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      " [ 3.60200073]\n",
      " [ 4.65155128]\n",
      " [ 0.16742995]\n",
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      " [ 0.09584992]\n",
      " [ 0.90791433]\n",
      " [-0.13883776]\n",
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      " [ 2.11630794]\n",
      " [-1.59146381]\n",
      " [ 1.6749199 ]\n",
      " [ 1.48481399]\n",
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      " [ 3.50805439]\n",
      " [ 1.32779788]\n",
      " [ 3.89967888]\n",
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      " [ 3.76774185]\n",
      " [ 4.08745145]\n",
      " [-0.02214207]\n",
      " [-0.06238246]\n",
      " [-2.95549405]\n",
      " [-2.84241228]\n",
      " [ 0.36743001]\n",
      " [-0.34512511]\n",
      " [-1.09863707]\n",
      " [ 1.69202446]\n",
      " [ 1.57627116]\n",
      " [-2.00516309]\n",
      " [ 7.33886914]\n",
      " [ 2.15242433]\n",
      " [ 1.37508666]\n",
      " [-0.93824102]\n",
      " [-0.60627266]\n",
      " [-3.80022842]\n",
      " [ 2.83242135]\n",
      " [-0.16294014]\n",
      " [-3.48490318]\n",
      " [ 1.4589525 ]\n",
      " [ 1.40612976]\n",
      " [-5.18572324]\n",
      " [ 2.94402484]\n",
      " [ 1.49809164]\n",
      " [ 1.58774662]\n",
      " [-4.89998272]\n",
      " [ 0.79151483]\n",
      " [-4.99383818]\n",
      " [ 2.41441697]\n",
      " [-0.84733155]\n",
      " [ 1.01353486]\n",
      " [ 4.68857726]\n",
      " [-5.8850654 ]] 1.92669010903121\n",
      "[[ 0.44729757]\n",
      " [-2.79142837]\n",
      " [ 3.4850599 ]\n",
      " [-9.09500328]\n",
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      " [ 2.91364505]\n",
      " [ 1.94495635]\n",
      " [ 0.61920921]\n",
      " [ 2.67373073]\n",
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      " [ 3.60193165]\n",
      " [ 4.65523413]\n",
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      " [-2.80444389]\n",
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      " [ 0.09246496]\n",
      " [ 0.90857001]\n",
      " [-0.13750478]\n",
      " [-1.27484195]\n",
      " [-0.83305869]\n",
      " [ 2.11505236]\n",
      " [-1.59160669]\n",
      " [ 1.67596142]\n",
      " [ 1.48543207]\n",
      " [ 0.25094447]\n",
      " [ 3.50874641]\n",
      " [ 1.32628219]\n",
      " [ 3.90157847]\n",
      " [-4.08004337]\n",
      " [-3.22001757]\n",
      " [-2.00897402]\n",
      " [-1.80952682]\n",
      " [ 3.77183759]\n",
      " [ 4.08931182]\n",
      " [-0.02333209]\n",
      " [-0.06276487]\n",
      " [-2.95540318]\n",
      " [-2.84422732]\n",
      " [ 0.37051508]\n",
      " [-0.34535597]\n",
      " [-1.09597187]\n",
      " [ 1.69270342]\n",
      " [ 1.57560626]\n",
      " [-2.00661345]\n",
      " [ 7.34108131]\n",
      " [ 2.14972478]\n",
      " [ 1.37487886]\n",
      " [-0.93785886]\n",
      " [-0.60860549]\n",
      " [-3.80196682]\n",
      " [ 2.83274084]\n",
      " [-0.16434947]\n",
      " [-3.48530304]\n",
      " [ 1.46154738]\n",
      " [ 1.40650047]\n",
      " [-5.18617323]\n",
      " [ 2.94478802]\n",
      " [ 1.49713667]\n",
      " [ 1.58863114]\n",
      " [-4.90486493]\n",
      " [ 0.79081856]\n",
      " [-4.99562484]\n",
      " [ 2.41600493]\n",
      " [-0.84776287]\n",
      " [ 1.01442847]\n",
      " [ 4.68835279]\n",
      " [-5.8893388 ]] 1.926137722567859\n",
      "[[ 0.45056293]\n",
      " [-2.79115496]\n",
      " [ 3.48442375]\n",
      " [-9.09458103]\n",
      " [-0.08187706]\n",
      " [ 2.91952333]\n",
      " [ 1.94873527]\n",
      " [ 0.62079191]\n",
      " [ 2.67494108]\n",
      " [-2.48026724]\n",
      " [-2.5748088 ]\n",
      " [-0.04498895]\n",
      " [-3.6775241 ]\n",
      " [ 3.60185197]\n",
      " [ 4.65888988]\n",
      " [ 0.16158858]\n",
      " [-2.80724234]\n",
      " [-3.44188696]\n",
      " [ 0.08909949]\n",
      " [ 0.90921637]\n",
      " [-0.13617524]\n",
      " [-1.27389049]\n",
      " [-0.83707514]\n",
      " [ 2.11380524]\n",
      " [-1.59175075]\n",
      " [ 1.67699802]\n",
      " [ 1.48604042]\n",
      " [ 0.24981363]\n",
      " [ 3.50941682]\n",
      " [ 1.32476915]\n",
      " [ 3.90345556]\n",
      " [-4.08184141]\n",
      " [-3.22290585]\n",
      " [-2.00834933]\n",
      " [-1.81172535]\n",
      " [ 3.77589744]\n",
      " [ 4.09114791]\n",
      " [-0.02451261]\n",
      " [-0.06314289]\n",
      " [-2.95530474]\n",
      " [-2.8460212 ]\n",
      " [ 0.37359556]\n",
      " [-0.34558941]\n",
      " [-1.09331944]\n",
      " [ 1.69337535]\n",
      " [ 1.5749414 ]\n",
      " [-2.00805561]\n",
      " [ 7.34326506]\n",
      " [ 2.14703872]\n",
      " [ 1.37466891]\n",
      " [-0.93747684]\n",
      " [-0.61092444]\n",
      " [-3.80368902]\n",
      " [ 2.83304649]\n",
      " [-0.16574404]\n",
      " [-3.4856972 ]\n",
      " [ 1.46410684]\n",
      " [ 1.40687414]\n",
      " [-5.18660119]\n",
      " [ 2.94553861]\n",
      " [ 1.49618832]\n",
      " [ 1.58951156]\n",
      " [-4.90970486]\n",
      " [ 0.79013451]\n",
      " [-4.99739571]\n",
      " [ 2.4175905 ]\n",
      " [-0.84819008]\n",
      " [ 1.01531153]\n",
      " [ 4.68814177]\n",
      " [-5.89357603]] 1.9255916005529794\n",
      "[[ 0.45380815]\n",
      " [-2.79088985]\n",
      " [ 3.48379161]\n",
      " [-9.09415513]\n",
      " [-0.08199154]\n",
      " [ 2.92537135]\n",
      " [ 1.95247776]\n",
      " [ 0.62236113]\n",
      " [ 2.67615033]\n",
      " [-2.47845892]\n",
      " [-2.57678593]\n",
      " [-0.04629288]\n",
      " [-3.67713592]\n",
      " [ 3.6017619 ]\n",
      " [ 4.66251883]\n",
      " [ 0.1586919 ]\n",
      " [-2.81002687]\n",
      " [-3.44198388]\n",
      " [ 0.08575342]\n",
      " [ 0.90985348]\n",
      " [-0.1348491 ]\n",
      " [-1.27293968]\n",
      " [-0.84107592]\n",
      " [ 2.11256651]\n",
      " [-1.59189603]\n",
      " [ 1.67802977]\n",
      " [ 1.48663922]\n",
      " [ 0.24869526]\n",
      " [ 3.51006594]\n",
      " [ 1.32325879]\n",
      " [ 3.90531049]\n",
      " [-4.08361857]\n",
      " [-3.22577844]\n",
      " [-2.00771628]\n",
      " [-1.81391297]\n",
      " [ 3.77992182]\n",
      " [ 4.09296009]\n",
      " [-0.0256837 ]\n",
      " [-0.06351657]\n",
      " [-2.9551989 ]\n",
      " [-2.84779417]\n",
      " [ 0.37667137]\n",
      " [-0.34582541]\n",
      " [-1.09067973]\n",
      " [ 1.69404038]\n",
      " [ 1.57427663]\n",
      " [-2.00948957]\n",
      " [ 7.34542075]\n",
      " [ 2.14436612]\n",
      " [ 1.37445684]\n",
      " [-0.93709497]\n",
      " [-0.61322963]\n",
      " [-3.80539521]\n",
      " [ 2.83333846]\n",
      " [-0.16712395]\n",
      " [-3.48608574]\n",
      " [ 1.46663131]\n",
      " [ 1.4072507 ]\n",
      " [-5.18700758]\n",
      " [ 2.94627675]\n",
      " [ 1.49524659]\n",
      " [ 1.5903879 ]\n",
      " [-4.91450298]\n",
      " [ 0.78946254]\n",
      " [-4.999151  ]\n",
      " [ 2.4191736 ]\n",
      " [-0.84861319]\n",
      " [ 1.01618415]\n",
      " [ 4.68794408]\n",
      " [-5.8977775 ]] 1.9250516306224297\n",
      "[[ 0.45703331]\n",
      " [-2.79063302]\n",
      " [ 3.4831635 ]\n",
      " [-9.0937258 ]\n",
      " [-0.08210082]\n",
      " [ 2.93118935]\n",
      " [ 1.95618424]\n",
      " [ 0.62391703]\n",
      " [ 2.6773585 ]\n",
      " [-2.47665603]\n",
      " [-2.57876019]\n",
      " [-0.04758599]\n",
      " [-3.67674551]\n",
      " [ 3.60166165]\n",
      " [ 4.66612131]\n",
      " [ 0.15581109]\n",
      " [-2.81279757]\n",
      " [-3.44206769]\n",
      " [ 0.08242666]\n",
      " [ 0.91048142]\n",
      " [-0.13352631]\n",
      " [-1.27198961]\n",
      " [-0.84506101]\n",
      " [ 2.1113361 ]\n",
      " [-1.59204256]\n",
      " [ 1.67905673]\n",
      " [ 1.48722861]\n",
      " [ 0.24758925]\n",
      " [ 3.51069414]\n",
      " [ 1.32175114]\n",
      " [ 3.90714358]\n",
      " [-4.08537516]\n",
      " [-3.22863551]\n",
      " [-2.0070752 ]\n",
      " [-1.81608975]\n",
      " [ 3.78391114]\n",
      " [ 4.09474869]\n",
      " [-0.02684545]\n",
      " [-0.06388596]\n",
      " [-2.9550858 ]\n",
      " [-2.84954649]\n",
      " [ 0.37974246]\n",
      " [-0.34606391]\n",
      " [-1.08805272]\n",
      " [ 1.69469863]\n",
      " [ 1.57361203]\n",
      " [-2.01091534]\n",
      " [ 7.34754875]\n",
      " [ 2.14170696]\n",
      " [ 1.37424269]\n",
      " [-0.93671325]\n",
      " [-0.61552116]\n",
      " [-3.80708556]\n",
      " [ 2.83361694]\n",
      " [-0.16848931]\n",
      " [-3.48646873]\n",
      " [ 1.46912117]\n",
      " [ 1.40763009]\n",
      " [-5.18739281]\n",
      " [ 2.94700257]\n",
      " [ 1.4943115 ]\n",
      " [ 1.59126022]\n",
      " [-4.91925974]\n",
      " [ 0.78880253]\n",
      " [-5.0008909 ]\n",
      " [ 2.42075416]\n",
      " [-0.84903218]\n",
      " [ 1.01704644]\n",
      " [ 4.68775958]\n",
      " [-5.9019436 ]] 1.9245177028327072\n",
      "[[ 0.46023853]\n",
      " [-2.79038444]\n",
      " [ 3.48253944]\n",
      " [-9.09329327]\n",
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      " [ 2.93697755]\n",
      " [ 1.95985513]\n",
      " [ 0.62545976]\n",
      " [ 2.67856561]\n",
      " [-2.47485861]\n",
      " [-2.5807316 ]\n",
      " [-0.04886836]\n",
      " [-3.67635298]\n",
      " [ 3.60155143]\n",
      " [ 4.66969761]\n",
      " [ 0.15294604]\n",
      " [-2.81555453]\n",
      " [-3.44213854]\n",
      " [ 0.07911912]\n",
      " [ 0.91110027]\n",
      " [-0.13220684]\n",
      " [-1.27104033]\n",
      " [-0.84903043]\n",
      " [ 2.11011396]\n",
      " [-1.59219036]\n",
      " [ 1.68007894]\n",
      " [ 1.48780876]\n",
      " [ 0.24649548]\n",
      " [ 3.51130174]\n",
      " [ 1.32024622]\n",
      " [ 3.90895516]\n",
      " [-4.08711146]\n",
      " [-3.23147724]\n",
      " [-2.00642638]\n",
      " [-1.81825575]\n",
      " [ 3.7878658 ]\n",
      " [ 4.09651408]\n",
      " [-0.02799793]\n",
      " [-0.06425113]\n",
      " [-2.9549656 ]\n",
      " [-2.85127843]\n",
      " [ 0.38280875]\n",
      " [-0.34630489]\n",
      " [-1.08543836]\n",
      " [ 1.69535022]\n",
      " [ 1.57294765]\n",
      " [-2.01233292]\n",
      " [ 7.34964941]\n",
      " [ 2.13906119]\n",
      " [ 1.37402647]\n",
      " [-0.9363317 ]\n",
      " [-0.61779914]\n",
      " [-3.80876027]\n",
      " [ 2.8338821 ]\n",
      " [-0.16984022]\n",
      " [-3.48684623]\n",
      " [ 1.47157683]\n",
      " [ 1.40801224]\n",
      " [-5.18775731]\n",
      " [ 2.94771622]\n",
      " [ 1.49338305]\n",
      " [ 1.59212856]\n",
      " [-4.92397556]\n",
      " [ 0.78815435]\n",
      " [-5.00261561]\n",
      " [ 2.42233213]\n",
      " [-0.84944706]\n",
      " [ 1.0178985 ]\n",
      " [ 4.68758814]\n",
      " [-5.90607473]] 1.9239897096024225\n",
      "[[ 0.46342389]\n",
      " [-2.79014406]\n",
      " [ 3.48191945]\n",
      " [-9.09285779]\n",
      " [-0.08230408]\n",
      " [ 2.9427362 ]\n",
      " [ 1.96349084]\n",
      " [ 0.62698945]\n",
      " [ 2.67977167]\n",
      " [-2.47306672]\n",
      " [-2.58270014]\n",
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      " [-3.6759584 ]\n",
      " [ 3.60143144]\n",
      " [ 4.67324803]\n",
      " [ 0.15009666]\n",
      " [-2.81829783]\n",
      " [-3.44219657]\n",
      " [ 0.07583071]\n",
      " [ 0.91171011]\n",
      " [-0.13089064]\n",
      " [-1.27009192]\n",
      " [-0.85298419]\n",
      " [ 2.10890001]\n",
      " [-1.59233948]\n",
      " [ 1.68109648]\n",
      " [ 1.48837983]\n",
      " [ 0.24541385]\n",
      " [ 3.51188907]\n",
      " [ 1.31874406]\n",
      " [ 3.91074555]\n",
      " [-4.08882776]\n",
      " [-3.23430378]\n",
      " [-2.00577015]\n",
      " [-1.82041102]\n",
      " [ 3.7917862 ]\n",
      " [ 4.09825658]\n",
      " [-0.02914122]\n",
      " [-0.06461213]\n",
      " [-2.95483844]\n",
      " [-2.85299023]\n",
      " [ 0.38587019]\n",
      " [-0.3465483 ]\n",
      " [-1.08283663]\n",
      " [ 1.69599528]\n",
      " [ 1.57228355]\n",
      " [-2.01374232]\n",
      " [ 7.35172307]\n",
      " [ 2.13642878]\n",
      " [ 1.37380823]\n",
      " [-0.93595032]\n",
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      " [-3.81041952]\n",
      " [ 2.8341341 ]\n",
      " [-0.17117678]\n",
      " [-3.48721832]\n",
      " [ 1.47399868]\n",
      " [ 1.4083971 ]\n",
      " [-5.18810149]\n",
      " [ 2.94841782]\n",
      " [ 1.49246125]\n",
      " [ 1.59299294]\n",
      " [-4.92865088]\n",
      " [ 0.78751787]\n",
      " [-5.00432531]\n",
      " [ 2.42390744]\n",
      " [-0.84985783]\n",
      " [ 1.01874044]\n",
      " [ 4.68742961]\n",
      " [-5.91017128]] 1.923467545655373\n",
      "[[ 0.46658949]\n",
      " [-2.78991186]\n",
      " [ 3.48130355]\n",
      " [-9.09241955]\n",
      " [-0.0823982 ]\n",
      " [ 2.94846552]\n",
      " [ 1.96709178]\n",
      " [ 0.62850624]\n",
      " [ 2.6809767 ]\n",
      " [-2.47128041]\n",
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      " [-3.67556187]\n",
      " [ 3.60130188]\n",
      " [ 4.67677287]\n",
      " [ 0.14726283]\n",
      " [-2.82102755]\n",
      " [-3.44224193]\n",
      " [ 0.07256134]\n",
      " [ 0.91231101]\n",
      " [-0.12957768]\n",
      " [-1.26914443]\n",
      " [-0.85692229]\n",
      " [ 2.1076942 ]\n",
      " [-1.59248993]\n",
      " [ 1.68210938]\n",
      " [ 1.48894196]\n",
      " [ 0.24434425]\n",
      " [ 3.51245645]\n",
      " [ 1.31724467]\n",
      " [ 3.91251507]\n",
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      " [-2.0051068 ]\n",
      " [-1.82255564]\n",
      " [ 3.79567274]\n",
      " [ 4.09997653]\n",
      " [-0.0302754 ]\n",
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      " [-2.85468214]\n",
      " [ 0.3889267 ]\n",
      " [-0.34679411]\n",
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      " [ 1.69663391]\n",
      " [ 1.57161978]\n",
      " [-2.01514354]\n",
      " [ 7.35377008]\n",
      " [ 2.1338097 ]\n",
      " [ 1.37358799]\n",
      " [-0.93556913]\n",
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      " [-3.81206349]\n",
      " [ 2.83437311]\n",
      " [-0.17249908]\n",
      " [-3.48758506]\n",
      " [ 1.47638711]\n",
      " [ 1.4087846 ]\n",
      " [-5.18842576]\n",
      " [ 2.94910753]\n",
      " [ 1.49154612]\n",
      " [ 1.59385341]\n",
      " [-4.93328613]\n",
      " [ 0.78689296]\n",
      " [-5.0060202 ]\n",
      " [ 2.42548001]\n",
      " [-0.85026448]\n",
      " [ 1.01957236]\n",
      " [ 4.68728388]\n",
      " [-5.91423363]] 1.9229511079651629\n",
      "[[ 0.46973543]\n",
      " [-2.78968779]\n",
      " [ 3.48069175]\n",
      " [-9.09197878]\n",
      " [-0.0824874 ]\n",
      " [ 2.95416574]\n",
      " [ 1.97065833]\n",
      " [ 0.63001028]\n",
      " [ 2.68218071]\n",
      " [-2.46949973]\n",
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      " [-3.67516347]\n",
      " [ 3.60116294]\n",
      " [ 4.68027243]\n",
      " [ 0.14444445]\n",
      " [-2.8237438 ]\n",
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      " [ 0.06931091]\n",
      " [ 0.91290306]\n",
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      " [ 2.10649645]\n",
      " [-1.59264174]\n",
      " [ 1.6831177 ]\n",
      " [ 1.48949531]\n",
      " [ 0.24328658]\n",
      " [ 3.51300422]\n",
      " [ 1.31574808]\n",
      " [ 3.91426403]\n",
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      " [ 3.79952581]\n",
      " [ 4.10167427]\n",
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      " [-0.0653218 ]\n",
      " [-2.95456383]\n",
      " [-2.8563544 ]\n",
      " [ 0.39197824]\n",
      " [-0.34704228]\n",
      " [-1.07767084]\n",
      " [ 1.69726623]\n",
      " [ 1.57095641]\n",
      " [-2.0165366 ]\n",
      " [ 7.35579078]\n",
      " [ 2.13120392]\n",
      " [ 1.37336578]\n",
      " [-0.93518813]\n",
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      " [-3.81369236]\n",
      " [ 2.8345993 ]\n",
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      " [-3.48794652]\n",
      " [ 1.4787425 ]\n",
      " [ 1.40917468]\n",
      " [-5.18873051]\n",
      " [ 2.94978545]\n",
      " [ 1.49063764]\n",
      " [ 1.59471   ]\n",
      " [-4.93788173]\n",
      " [ 0.7862795 ]\n",
      " [-5.00770046]\n",
      " [ 2.4270498 ]\n",
      " [-0.85066703]\n",
      " [ 1.02039437]\n",
      " [ 4.68715079]\n",
      " [-5.91826216]] 1.9224402957013274\n",
      "[[ 0.47286179]\n",
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      " [ 3.48008407]\n",
      " [-9.09153567]\n",
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      " [ 2.95983707]\n",
      " [ 1.97419091]\n",
      " [ 0.63150171]\n",
      " [ 2.68338372]\n",
      " [-2.4677247 ]\n",
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      " [ 3.60101481]\n",
      " [ 4.68374698]\n",
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      " [ 2.10530671]\n",
      " [-1.59279494]\n",
      " [ 1.6841215 ]\n",
      " [ 1.49004003]\n",
      " [ 0.24224073]\n",
      " [ 3.51353267]\n",
      " [ 1.31425431]\n",
      " [ 3.91599273]\n",
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      " [ 3.80334578]\n",
      " [ 4.10335011]\n",
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      " [-2.85800725]\n",
      " [ 0.39502474]\n",
      " [-0.34729276]\n",
      " [-1.07510671]\n",
      " [ 1.69789234]\n",
      " [ 1.57029348]\n",
      " [-2.01792149]\n",
      " [ 7.3577855 ]\n",
      " [ 2.12861139]\n",
      " [ 1.37314162]\n",
      " [-0.93480733]\n",
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      " [-3.81530629]\n",
      " [ 2.83481284]\n",
      " [-0.17510134]\n",
      " [-3.48830278]\n",
      " [ 1.48106523]\n",
      " [ 1.40956728]\n",
      " [-5.18901614]\n",
      " [ 2.95045174]\n",
      " [ 1.48973583]\n",
      " [ 1.59556276]\n",
      " [-4.94243811]\n",
      " [ 0.78567736]\n",
      " [-5.00936626]\n",
      " [ 2.42861674]\n",
      " [-0.85106546]\n",
      " [ 1.02120656]\n",
      " [ 4.68703021]\n",
      " [-5.92225725]] 1.9219350101769095\n",
      "[[ 0.47596868]\n",
      " [-2.78926394]\n",
      " [ 3.47948052]\n",
      " [-9.09109042]\n",
      " [-0.08265131]\n",
      " [ 2.96547975]\n",
      " [ 1.97768989]\n",
      " [ 0.63298065]\n",
      " [ 2.68458573]\n",
      " [-2.46595539]\n",
      " [-2.59054564]\n",
      " [-0.05512183]\n",
      " [-3.67436139]\n",
      " [ 3.60085768]\n",
      " [ 4.68719681]\n",
      " [ 0.13885365]\n",
      " [-2.82913616]\n",
      " [-3.44230336]\n",
      " [ 0.06286653]\n",
      " [ 0.91406089]\n",
      " [-0.12565783]\n",
      " [-1.26630815]\n",
      " [-0.86864278]\n",
      " [ 2.1041249 ]\n",
      " [-1.59294954]\n",
      " [ 1.68512083]\n",
      " [ 1.49057625]\n",
      " [ 0.24120659]\n",
      " [ 3.51404212]\n",
      " [ 1.31276337]\n",
      " [ 3.91770148]\n",
      " [-4.09549866]\n",
      " [-3.24546119]\n",
      " [-2.00307694]\n",
      " [-1.82892611]\n",
      " [ 3.80713304]\n",
      " [ 4.10500437]\n",
      " [-0.03362403]\n",
      " [-0.06601537]\n",
      " [-2.95426309]\n",
      " [-2.85964093]\n",
      " [ 0.39806614]\n",
      " [-0.34754553]\n",
      " [-1.07255503]\n",
      " [ 1.69851236]\n",
      " [ 1.56963104]\n",
      " [-2.01929822]\n",
      " [ 7.35975456]\n",
      " [ 2.12603208]\n",
      " [ 1.37291555]\n",
      " [-0.93442674]\n",
      " [-0.62898971]\n",
      " [-3.81690547]\n",
      " [ 2.83501388]\n",
      " [-0.17638149]\n",
      " [-3.48865388]\n",
      " [ 1.48335568]\n",
      " [ 1.40996234]\n",
      " [-5.18928303]\n",
      " [ 2.9511065 ]\n",
      " [ 1.48884068]\n",
      " [ 1.59641171]\n",
      " [-4.94695567]\n",
      " [ 0.78508642]\n",
      " [-5.01101779]\n",
      " [ 2.43018077]\n",
      " [-0.85145979]\n",
      " [ 1.02200904]\n",
      " [ 4.68692201]\n",
      " [-5.92621925]] 1.9214351547974418\n",
      "[[ 0.4790562 ]\n",
      " [-2.78906408]\n",
      " [ 3.47888112]\n",
      " [-9.09064321]\n",
      " [-0.08272614]\n",
      " [ 2.97109399]\n",
      " [ 1.98115566]\n",
      " [ 0.63444725]\n",
      " [ 2.68578676]\n",
      " [-2.46419182]\n",
      " [-2.59249983]\n",
      " [-0.05634139]\n",
      " [-3.67395787]\n",
      " [ 3.60069174]\n",
      " [ 4.69062219]\n",
      " [ 0.13608102]\n",
      " [-2.83181245]\n",
      " [-3.44229942]\n",
      " [ 0.05967239]\n",
      " [ 0.91462682]\n",
      " [-0.12435743]\n",
      " [-1.26536497]\n",
      " [-0.87251839]\n",
      " [ 2.10295097]\n",
      " [-1.59310557]\n",
      " [ 1.68611572]\n",
      " [ 1.49110413]\n",
      " [ 0.24018406]\n",
      " [ 3.51453287]\n",
      " [ 1.3112753 ]\n",
      " [ 3.91939056]\n",
      " [-4.09711917]\n",
      " [-3.24821412]\n",
      " [-2.00238798]\n",
      " [-1.83102868]\n",
      " [ 3.81088796]\n",
      " [ 4.10663738]\n",
      " [-0.03472253]\n",
      " [-0.06635624]\n",
      " [-2.95410326]\n",
      " [-2.86125568]\n",
      " [ 0.40110239]\n",
      " [-0.34780055]\n",
      " [-1.07001575]\n",
      " [ 1.69912638]\n",
      " [ 1.56896915]\n",
      " [-2.02066681]\n",
      " [ 7.36169829]\n",
      " [ 2.12346594]\n",
      " [ 1.37268758]\n",
      " [-0.93404637]\n",
      " [-0.63118871]\n",
      " [-3.81849006]\n",
      " [ 2.83520258]\n",
      " [-0.17764779]\n",
      " [-3.48899989]\n",
      " [ 1.48561421]\n",
      " [ 1.41035981]\n",
      " [-5.18953155]\n",
      " [ 2.95174988]\n",
      " [ 1.4879522 ]\n",
      " [ 1.5972569 ]\n",
      " [-4.95143482]\n",
      " [ 0.78450656]\n",
      " [-5.01265521]\n",
      " [ 2.43174183]\n",
      " [-0.85185001]\n",
      " [ 1.0228019 ]\n",
      " [ 4.68682605]\n",
      " [-5.93014854]] 1.9209406350113007\n",
      "[[ 0.48212443]\n",
      " [-2.7888722 ]\n",
      " [ 3.47828587]\n",
      " [-9.09019424]\n",
      " [-0.08279631]\n",
      " [ 2.97668001]\n",
      " [ 1.98458861]\n",
      " [ 0.63590164]\n",
      " [ 2.68698681]\n",
      " [-2.46243403]\n",
      " [-2.59445113]\n",
      " [-0.05755075]\n",
      " [-3.67355279]\n",
      " [ 3.60051716]\n",
      " [ 4.6940234 ]\n",
      " [ 0.13332344]\n",
      " [-2.8344756 ]\n",
      " [-3.44228349]\n",
      " [ 0.05649683]\n",
      " [ 0.91518421]\n",
      " [-0.1230601 ]\n",
      " [-1.26442301]\n",
      " [-0.87637843]\n",
      " [ 2.10178486]\n",
      " [-1.59326304]\n",
      " [ 1.68710624]\n",
      " [ 1.4916238 ]\n",
      " [ 0.23917303]\n",
      " [ 3.51500522]\n",
      " [ 1.3097901 ]\n",
      " [ 3.92106027]\n",
      " [-4.09872134]\n",
      " [-3.25095277]\n",
      " [-2.0016933 ]\n",
      " [-1.83312089]\n",
      " [ 3.81461091]\n",
      " [ 4.10824942]\n",
      " [-0.03581231]\n",
      " [-0.06669323]\n",
      " [-2.95393731]\n",
      " [-2.86285172]\n",
      " [ 0.40413342]\n",
      " [-0.34805778]\n",
      " [-1.06748883]\n",
      " [ 1.69973451]\n",
      " [ 1.56830784]\n",
      " [-2.02202725]\n",
      " [ 7.363617  ]\n",
      " [ 2.12091293]\n",
      " [ 1.37245775]\n",
      " [-0.93366621]\n",
      " [-0.63337492]\n",
      " [-3.82006022]\n",
      " [ 2.8353791 ]\n",
      " [-0.17890035]\n",
      " [-3.48934089]\n",
      " [ 1.4878412 ]\n",
      " [ 1.41075962]\n",
      " [-5.18976209]\n",
      " [ 2.952382  ]\n",
      " [ 1.48707038]\n",
      " [ 1.59809834]\n",
      " [-4.95587596]\n",
      " [ 0.78393765]\n",
      " [-5.01427871]\n",
      " [ 2.43329985]\n",
      " [-0.85223613]\n",
      " [ 1.02358525]\n",
      " [ 4.6867422 ]\n",
      " [-5.93404547]] 1.920451358261374\n",
      "[[ 0.48517347]\n",
      " [-2.78868827]\n",
      " [ 3.47769479]\n",
      " [-9.08974368]\n",
      " [-0.08286188]\n",
      " [ 2.98223801]\n",
      " [ 1.9879891 ]\n",
      " [ 0.63734395]\n",
      " [ 2.6881859 ]\n",
      " [-2.46068207]\n",
      " [-2.59639956]\n",
      " [-0.05874999]\n",
      " [-3.67314625]\n",
      " [ 3.60033412]\n",
      " [ 4.6974007 ]\n",
      " [ 0.1305808 ]\n",
      " [-2.83712567]\n",
      " [-3.44225571]\n",
      " [ 0.05333975]\n",
      " [ 0.91573312]\n",
      " [-0.12176578]\n",
      " [-1.26348233]\n",
      " [-0.88022291]\n",
      " [ 2.10062649]\n",
      " [-1.59342198]\n",
      " [ 1.68809243]\n",
      " [ 1.49213539]\n",
      " [ 0.23817341]\n",
      " [ 3.51545947]\n",
      " [ 1.30830779]\n",
      " [ 3.9227109 ]\n",
      " [-4.10030541]\n",
      " [-3.25367729]\n",
      " [-2.00099317]\n",
      " [-1.83520279]\n",
      " [ 3.81830224]\n",
      " [ 4.10984081]\n",
      " [-0.03689343]\n",
      " [-0.06702638]\n",
      " [-2.95376535]\n",
      " [-2.86442927]\n",
      " [ 0.40715919]\n",
      " [-0.34831718]\n",
      " [-1.06497421]\n",
      " [ 1.70033685]\n",
      " [ 1.56764716]\n",
      " [-2.02337957]\n",
      " [ 7.365511  ]\n",
      " [ 2.11837301]\n",
      " [ 1.37222608]\n",
      " [-0.93328627]\n",
      " [-0.63554843]\n",
      " [-3.82161613]\n",
      " [ 2.83554359]\n",
      " [-0.18013925]\n",
      " [-3.48967691]\n",
      " [ 1.49003701]\n",
      " [ 1.41116173]\n",
      " [-5.18997499]\n",
      " [ 2.95300298]\n",
      " [ 1.48619521]\n",
      " [ 1.59893609]\n",
      " [-4.9602795 ]\n",
      " [ 0.78337958]\n",
      " [-5.01588844]\n",
      " [ 2.43485479]\n",
      " [-0.85261816]\n",
      " [ 1.02435918]\n",
      " [ 4.6866703 ]\n",
      " [-5.93791038]] 1.91996723393802\n",
      "[[ 0.48820343]\n",
      " [-2.78851224]\n",
      " [ 3.47710789]\n",
      " [-9.0892917 ]\n",
      " [-0.08292291]\n",
      " [ 2.98776822]\n",
      " [ 1.99135751]\n",
      " [ 0.6387743 ]\n",
      " [ 2.68938402]\n",
      " [-2.45893595]\n",
      " [-2.59834508]\n",
      " [-0.05993919]\n",
      " [-3.67273829]\n",
      " [ 3.60014279]\n",
      " [ 4.70075437]\n",
      " [ 0.12785301]\n",
      " [-2.83976276]\n",
      " [-3.44221621]\n",
      " [ 0.05020108]\n",
      " [ 0.91627364]\n",
      " [-0.12047445]\n",
      " [-1.26254297]\n",
      " [-0.88405186]\n",
      " [ 2.09947582]\n",
      " [-1.5935824 ]\n",
      " [ 1.68907433]\n",
      " [ 1.49263905]\n",
      " [ 0.23718509]\n",
      " [ 3.51589591]\n",
      " [ 1.3068284 ]\n",
      " [ 3.92434273]\n",
      " [-4.10187166]\n",
      " [-3.25638783]\n",
      " [-2.00028784]\n",
      " [-1.83727446]\n",
      " [ 3.82196232]\n",
      " [ 4.11141185]\n",
      " [-0.03796599]\n",
      " [-0.06735572]\n",
      " [-2.95358753]\n",
      " [-2.86598856]\n",
      " [ 0.41017963]\n",
      " [-0.34857871]\n",
      " [-1.06247186]\n",
      " [ 1.7009335 ]\n",
      " [ 1.56698716]\n",
      " [-2.02472376]\n",
      " [ 7.36738061]\n",
      " [ 2.11584613]\n",
      " [ 1.37199259]\n",
      " [-0.93290657]\n",
      " [-0.63770937]\n",
      " [-3.82315794]\n",
      " [ 2.83569622]\n",
      " [-0.1813646 ]\n",
      " [-3.49000804]\n",
      " [ 1.49220198]\n",
      " [ 1.41156607]\n",
      " [-5.19017063]\n",
      " [ 2.95361294]\n",
      " [ 1.4853267 ]\n",
      " [ 1.59977016]\n",
      " [-4.96464581]\n",
      " [ 0.78283222]\n",
      " [-5.01748458]\n",
      " [ 2.43640658]\n",
      " [-0.85299611]\n",
      " [ 1.02512377]\n",
      " [ 4.68661024]\n",
      " [-5.94174364]] 1.9194881733332654\n",
      "[[ 0.4912144 ]\n",
      " [-2.78834408]\n",
      " [ 3.47652517]\n",
      " [-9.08883846]\n",
      " [-0.08297946]\n",
      " [ 2.99327083]\n",
      " [ 1.9946942 ]\n",
      " [ 0.64019284]\n",
      " [ 2.69058118]\n",
      " [-2.45719572]\n",
      " [-2.60028771]\n",
      " [-0.06111842]\n",
      " [-3.67232901]\n",
      " [ 3.59994334]\n",
      " [ 4.70408465]\n",
      " [ 0.12513996]\n",
      " [-2.84238695]\n",
      " [-3.44216513]\n",
      " [ 0.0470807 ]\n",
      " [ 0.91680583]\n",
      " [-0.11918609]\n",
      " [-1.26160498]\n",
      " [-0.88786531]\n",
      " [ 2.09833277]\n",
      " [-1.59374432]\n",
      " [ 1.69005198]\n",
      " [ 1.49313489]\n",
      " [ 0.23620796]\n",
      " [ 3.51631481]\n",
      " [ 1.30535193]\n",
      " [ 3.92595603]\n",
      " [-4.10342032]\n",
      " [-3.25908451]\n",
      " [-1.99957756]\n",
      " [-1.83933594]\n",
      " [ 3.8255915 ]\n",
      " [ 4.11296282]\n",
      " [-0.03903005]\n",
      " [-0.06768132]\n",
      " [-2.95340396]\n",
      " [-2.86752982]\n",
      " [ 0.4131947 ]\n",
      " [-0.34884234]\n",
      " [-1.05998172]\n",
      " [ 1.70152454]\n",
      " [ 1.56632787]\n",
      " [-2.02605984]\n",
      " [ 7.36922613]\n",
      " [ 2.11333225]\n",
      " [ 1.3717573 ]\n",
      " [-0.9325271 ]\n",
      " [-0.63985782]\n",
      " [-3.82468581]\n",
      " [ 2.83583712]\n",
      " [-0.1825765 ]\n",
      " [-3.49033432]\n",
      " [ 1.49433649]\n",
      " [ 1.41197259]\n",
      " [-5.19034934]\n",
      " [ 2.954212  ]\n",
      " [ 1.48446483]\n",
      " [ 1.6006006 ]\n",
      " [-4.9689753 ]\n",
      " [ 0.78229547]\n",
      " [-5.01906728]\n",
      " [ 2.43795517]\n",
      " [-0.85336997]\n",
      " [ 1.02587914]\n",
      " [ 4.68656187]\n",
      " [-5.94554558]] 1.919014089596208\n",
      "[[ 0.49420647]\n",
      " [-2.78818374]\n",
      " [ 3.47594664]\n",
      " [-9.08838412]\n",
      " [-0.08303158]\n",
      " [ 2.99874607]\n",
      " [ 1.99799953]\n",
      " [ 0.64159967]\n",
      " [ 2.6917774 ]\n",
      " [-2.4554614 ]\n",
      " [-2.60222744]\n",
      " [-0.06228776]\n",
      " [-3.67191847]\n",
      " [ 3.59973594]\n",
      " [ 4.7073918 ]\n",
      " [ 0.12244156]\n",
      " [-2.84499831]\n",
      " [-3.44210258]\n",
      " [ 0.04397854]\n",
      " [ 0.91732977]\n",
      " [-0.11790065]\n",
      " [-1.26066842]\n",
      " [-0.89166327]\n",
      " [ 2.09719729]\n",
      " [-1.59390774]\n",
      " [ 1.69102544]\n",
      " [ 1.49362306]\n",
      " [ 0.23524193]\n",
      " [ 3.51671647]\n",
      " [ 1.30387841]\n",
      " [ 3.92755107]\n",
      " [-4.10495165]\n",
      " [-3.26176747]\n",
      " [-1.99886257]\n",
      " [-1.8413873 ]\n",
      " [ 3.82919012]\n",
      " [ 4.11449402]\n",
      " [-0.04008569]\n",
      " [-0.0680032 ]\n",
      " [-2.95321476]\n",
      " [-2.86905325]\n",
      " [ 0.41620434]\n",
      " [-0.34910804]\n",
      " [-1.05750373]\n",
      " [ 1.70211008]\n",
      " [ 1.56566935]\n",
      " [-2.02738782]\n",
      " [ 7.37104785]\n",
      " [ 2.11083131]\n",
      " [ 1.37152025]\n",
      " [-0.93214787]\n",
      " [-0.64199389]\n",
      " [-3.82619991]\n",
      " [ 2.83596645]\n",
      " [-0.18377506]\n",
      " [-3.4906558 ]\n",
      " [ 1.49644086]\n",
      " [ 1.41238124]\n",
      " [-5.19051147]\n",
      " [ 2.95480027]\n",
      " [ 1.4836096 ]\n",
      " [ 1.60142743]\n",
      " [-4.97326834]\n",
      " [ 0.78176919]\n",
      " [-5.02063671]\n",
      " [ 2.4395005 ]\n",
      " [-0.85373975]\n",
      " [ 1.02662536]\n",
      " [ 4.68652505]\n",
      " [-5.94931653]] 1.9185448976895951\n",
      "[[ 0.49717974]\n",
      " [-2.78803118]\n",
      " [ 3.4753723 ]\n",
      " [-9.08792883]\n",
      " [-0.08307934]\n",
      " [ 3.00419412]\n",
      " [ 2.00127386]\n",
      " [ 0.64299493]\n",
      " [ 2.69297266]\n",
      " [-2.45373303]\n",
      " [-2.60416426]\n",
      " [-0.06344727]\n",
      " [-3.67150674]\n",
      " [ 3.59952075]\n",
      " [ 4.71067608]\n",
      " [ 0.1197577 ]\n",
      " [-2.84759693]\n",
      " [-3.44202869]\n",
      " [ 0.04089449]\n",
      " [ 0.91784554]\n",
      " [-0.1166181 ]\n",
      " [-1.25973333]\n",
      " [-0.89544578]\n",
      " [ 2.0960693 ]\n",
      " [-1.59407269]\n",
      " [ 1.69199474]\n",
      " [ 1.49410368]\n",
      " [ 0.23428689]\n",
      " [ 3.51710115]\n",
      " [ 1.30240786]\n",
      " [ 3.92912814]\n",
      " [-4.1064659 ]\n",
      " [-3.26443685]\n",
      " [-1.99814311]\n",
      " [-1.8434286 ]\n",
      " [ 3.83275854]\n",
      " [ 4.11600574]\n",
      " [-0.04113298]\n",
      " [-0.0683214 ]\n",
      " [-2.95302007]\n",
      " [-2.87055907]\n",
      " [ 0.4192085 ]\n",
      " [-0.34937576]\n",
      " [-1.05503786]\n",
      " [ 1.70269021]\n",
      " [ 1.56501161]\n",
      " [-2.02870771]\n",
      " [ 7.37284606]\n",
      " [ 2.10834328]\n",
      " [ 1.37128145]\n",
      " [-0.93176889]\n",
      " [-0.64411769]\n",
      " [-3.82770037]\n",
      " [ 2.83608436]\n",
      " [-0.18496036]\n",
      " [-3.49097256]\n",
      " [ 1.49851546]\n",
      " [ 1.41279196]\n",
      " [-5.19065736]\n",
      " [ 2.95537789]\n",
      " [ 1.482761  ]\n",
      " [ 1.60225069]\n",
      " [-4.97752531]\n",
      " [ 0.78125328]\n",
      " [-5.02219302]\n",
      " [ 2.44104251]\n",
      " [-0.85410547]\n",
      " [ 1.02736254]\n",
      " [ 4.68649964]\n",
      " [-5.95305684]] 1.9180805143475275\n",
      "[[ 0.50013431]\n",
      " [-2.78788635]\n",
      " [ 3.47480217]\n",
      " [-9.08747275]\n",
      " [-0.08312279]\n",
      " [ 3.00961519]\n",
      " [ 2.00451754]\n",
      " [ 0.64437875]\n",
      " [ 2.69416698]\n",
      " [-2.45201062]\n",
      " [-2.60609816]\n",
      " [-0.06459705]\n",
      " [-3.67109388]\n",
      " [ 3.59929794]\n",
      " [ 4.71393772]\n",
      " [ 0.11708829]\n",
      " [-2.85018289]\n",
      " [-3.4419436 ]\n",
      " [ 0.03782848]\n",
      " [ 0.91835321]\n",
      " [-0.11533843]\n",
      " [-1.25879976]\n",
      " [-0.89921288]\n",
      " [ 2.09494877]\n",
      " [-1.59423917]\n",
      " [ 1.69295993]\n",
      " [ 1.49457687]\n",
      " [ 0.23334274]\n",
      " [ 3.51746914]\n",
      " [ 1.30094027]\n",
      " [ 3.93068748]\n",
      " [-4.1079633 ]\n",
      " [-3.26709278]\n",
      " [-1.99741942]\n",
      " [-1.8454599 ]\n",
      " [ 3.83629708]\n",
      " [ 4.11749824]\n",
      " [-0.04217201]\n",
      " [-0.06863597]\n",
      " [-2.95281998]\n",
      " [-2.87204749]\n",
      " [ 0.42220713]\n",
      " [-0.34964547]\n",
      " [-1.05258404]\n",
      " [ 1.70326501]\n",
      " [ 1.56435472]\n",
      " [-2.03001951]\n",
      " [ 7.37462106]\n",
      " [ 2.10586809]\n",
      " [ 1.37104093]\n",
      " [-0.93139015]\n",
      " [-0.64622931]\n",
      " [-3.82918737]\n",
      " [ 2.836191  ]\n",
      " [-0.18613251]\n",
      " [-3.49128464]\n",
      " [ 1.50056062]\n",
      " [ 1.41320471]\n",
      " [-5.19078734]\n",
      " [ 2.95594496]\n",
      " [ 1.48191901]\n",
      " [ 1.60307039]\n",
      " [-4.98174658]\n",
      " [ 0.78074762]\n",
      " [-5.02373637]\n",
      " [ 2.44258116]\n",
      " [-0.85446714]\n",
      " [ 1.02809075]\n",
      " [ 4.68648552]\n",
      " [-5.95676682]] 1.9176208580342735\n",
      "[[ 0.50307028]\n",
      " [-2.78774921]\n",
      " [ 3.47423624]\n",
      " [-9.08701602]\n",
      " [-0.08316199]\n",
      " [ 3.01500949]\n",
      " [ 2.00773092]\n",
      " [ 0.64575123]\n",
      " [ 2.69536036]\n",
      " [-2.45029421]\n",
      " [-2.60802913]\n",
      " [-0.06573716]\n",
      " [-3.67067996]\n",
      " [ 3.59906765]\n",
      " [ 4.71717698]\n",
      " [ 0.11443323]\n",
      " [-2.85275627]\n",
      " [-3.44184742]\n",
      " [ 0.0347804 ]\n",
      " [ 0.91885286]\n",
      " [-0.11406159]\n",
      " [-1.25786776]\n",
      " [-0.90296458]\n",
      " [ 2.09383561]\n",
      " [-1.59440719]\n",
      " [ 1.69392103]\n",
      " [ 1.49504275]\n",
      " [ 0.23240939]\n",
      " [ 3.51782069]\n",
      " [ 1.29947568]\n",
      " [ 3.93222936]\n",
      " [-4.10944409]\n",
      " [-3.26973538]\n",
      " [-1.99669172]\n",
      " [-1.84748125]\n",
      " [ 3.83980609]\n",
      " [ 4.1189718 ]\n",
      " [-0.04320285]\n",
      " [-0.06894694]\n",
      " [-2.95261463]\n",
      " [-2.87351872]\n",
      " [ 0.42520019]\n",
      " [-0.34991714]\n",
      " [-1.05014222]\n",
      " [ 1.70383458]\n",
      " [ 1.56369869]\n",
      " [-2.03132325]\n",
      " [ 7.37637313]\n",
      " [ 2.10340571]\n",
      " [ 1.37079871]\n",
      " [-0.93101167]\n",
      " [-0.64832885]\n",
      " [-3.83066104]\n",
      " [ 2.8362865 ]\n",
      " [-0.18729161]\n",
      " [-3.49159209]\n",
      " [ 1.50257667]\n",
      " [ 1.41361942]\n",
      " [-5.19090174]\n",
      " [ 2.95650159]\n",
      " [ 1.48108363]\n",
      " [ 1.60388659]\n",
      " [-4.98593253]\n",
      " [ 0.7802521 ]\n",
      " [-5.0252669 ]\n",
      " [ 2.44411639]\n",
      " [-0.85482475]\n",
      " [ 1.0288101 ]\n",
      " [ 4.68648254]\n",
      " [-5.96044681]] 1.917165848904145\n",
      "[[ 0.50598775]\n",
      " [-2.78761971]\n",
      " [ 3.47367453]\n",
      " [-9.08655876]\n",
      " [-0.08319699]\n",
      " [ 3.0203772 ]\n",
      " [ 2.01091434]\n",
      " [ 0.64711251]\n",
      " [ 2.69655279]\n",
      " [-2.44858382]\n",
      " [-2.60995717]\n",
      " [-0.06686767]\n",
      " [-3.67026504]\n",
      " [ 3.59883005]\n",
      " [ 4.7203941 ]\n",
      " [ 0.11179242]\n",
      " [-2.85531714]\n",
      " [-3.44174028]\n",
      " [ 0.03175016]\n",
      " [ 0.91934455]\n",
      " [-0.11278757]\n",
      " [-1.25693736]\n",
      " [-0.90670093]\n",
      " [ 2.09272978]\n",
      " [-1.59457676]\n",
      " [ 1.69487811]\n",
      " [ 1.49550145]\n",
      " [ 0.23148673]\n",
      " [ 3.51815607]\n",
      " [ 1.29801409]\n",
      " [ 3.93375403]\n",
      " [-4.11090851]\n",
      " [-3.27236479]\n",
      " [-1.99596023]\n",
      " [-1.84949273]\n",
      " [ 3.84328588]\n",
      " [ 4.1204267 ]\n",
      " [-0.04422557]\n",
      " [-0.06925435]\n",
      " [-2.95240413]\n",
      " [-2.87497296]\n",
      " [ 0.42818762]\n",
      " [-0.35019073]\n",
      " [-1.04771235]\n",
      " [ 1.70439899]\n",
      " [ 1.56304356]\n",
      " [-2.03261893]\n",
      " [ 7.37810256]\n",
      " [ 2.10095607]\n",
      " [ 1.37055481]\n",
      " [-0.93063344]\n",
      " [-0.65041642]\n",
      " [-3.83212155]\n",
      " [ 2.83637102]\n",
      " [-0.18843776]\n",
      " [-3.49189498]\n",
      " [ 1.50456395]\n",
      " [ 1.41403605]\n",
      " [-5.19100087]\n",
      " [ 2.9570479 ]\n",
      " [ 1.48025484]\n",
      " [ 1.60469929]\n",
      " [-4.99008352]\n",
      " [ 0.7797666 ]\n",
      " [-5.02678477]\n",
      " [ 2.44564815]\n",
      " [-0.85517832]\n",
      " [ 1.02952066]\n",
      " [ 4.68649057]\n",
      " [-5.96409712]] 1.9167154087624123\n",
      "[[ 0.5088868 ]\n",
      " [-2.78749781]\n",
      " [ 3.47311702]\n",
      " [-9.08610113]\n",
      " [-0.08322785]\n",
      " [ 3.02571853]\n",
      " [ 2.01406814]\n",
      " [ 0.64846269]\n",
      " [ 2.69774428]\n",
      " [-2.44687946]\n",
      " [-2.61188228]\n",
      " [-0.06798867]\n",
      " [-3.66984919]\n",
      " [ 3.59858529]\n",
      " [ 4.7235893 ]\n",
      " [ 0.10916576]\n",
      " [-2.85786558]\n",
      " [-3.4416223 ]\n",
      " [ 0.02873768]\n",
      " [ 0.91982836]\n",
      " [-0.11151633]\n",
      " [-1.25600861]\n",
      " [-0.91042195]\n",
      " [ 2.09163122]\n",
      " [-1.59474789]\n",
      " [ 1.69583118]\n",
      " [ 1.49595308]\n",
      " [ 0.23057467]\n",
      " [ 3.51847553]\n",
      " [ 1.29655551]\n",
      " [ 3.93526175]\n",
      " [-4.11235679]\n",
      " [-3.27498113]\n",
      " [-1.99522518]\n",
      " [-1.85149438]\n",
      " [ 3.8467368 ]\n",
      " [ 4.12186321]\n",
      " [-0.04524025]\n",
      " [-0.06955824]\n",
      " [-2.95218858]\n",
      " [-2.87641042]\n",
      " [ 0.43116937]\n",
      " [-0.3504662 ]\n",
      " [-1.04529437]\n",
      " [ 1.70495832]\n",
      " [ 1.56238937]\n",
      " [-2.03390657]\n",
      " [ 7.37980961]\n",
      " [ 2.09851913]\n",
      " [ 1.37030925]\n",
      " [-0.93025546]\n",
      " [-0.6524921 ]\n",
      " [-3.83356902]\n",
      " [ 2.83644469]\n",
      " [-0.18957105]\n",
      " [-3.49219335]\n",
      " [ 1.5065228 ]\n",
      " [ 1.41445455]\n",
      " [-5.19108506]\n",
      " [ 2.957584  ]\n",
      " [ 1.47943262]\n",
      " [ 1.60550853]\n",
      " [-4.9941999 ]\n",
      " [ 0.77929102]\n",
      " [-5.02829013]\n",
      " [ 2.44717639]\n",
      " [-0.85552786]\n",
      " [ 1.03022253]\n",
      " [ 4.68650946]\n",
      " [-5.96771807]] 1.9162694610272246\n",
      "[[ 0.51176754]\n",
      " [-2.78738346]\n",
      " [ 3.47256373]\n",
      " [-9.08564323]\n",
      " [-0.08325461]\n",
      " [ 3.03103367]\n",
      " [ 2.01719265]\n",
      " [ 0.6498019 ]\n",
      " [ 2.69893482]\n",
      " [-2.44518117]\n",
      " [-2.61380443]\n",
      " [-0.06910022]\n",
      " [-3.66943246]\n",
      " [ 3.59833351]\n",
      " [ 4.72676283]\n",
      " [ 0.10655316]\n",
      " [-2.86040167]\n",
      " [-3.4414936 ]\n",
      " [ 0.02574286]\n",
      " [ 0.92030437]\n",
      " [-0.11024785]\n",
      " [-1.25508155]\n",
      " [-0.91412769]\n",
      " [ 2.09053986]\n",
      " [-1.5949206 ]\n",
      " [ 1.69678029]\n",
      " [ 1.49639776]\n",
      " [ 0.22967311]\n",
      " [ 3.51877934]\n",
      " [ 1.29509997]\n",
      " [ 3.93675277]\n",
      " [-4.11378916]\n",
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      " [-1.99448677]\n",
      " [-1.85348627]\n",
      " [ 3.85015915]\n",
      " [ 4.12328157]\n",
      " [-0.04624697]\n",
      " [-0.06985863]\n",
      " [-2.9519681 ]\n",
      " [-2.87783128]\n",
      " [ 0.43414541]\n",
      " [-0.35074353]\n",
      " [-1.04288823]\n",
      " [ 1.70551268]\n",
      " [ 1.56173615]\n",
      " [-2.03518618]\n",
      " [ 7.38149456]\n",
      " [ 2.09609483]\n",
      " [ 1.37006205]\n",
      " [-0.92987774]\n",
      " [-0.654556  ]\n",
      " [-3.83500361]\n",
      " [ 2.83650765]\n",
      " [-0.19069159]\n",
      " [-3.49248725]\n",
      " [ 1.50845353]\n",
      " [ 1.41487487]\n",
      " [-5.1911546 ]\n",
      " [ 2.95811   ]\n",
      " [ 1.47861698]\n",
      " [ 1.60631435]\n",
      " [-4.99828204]\n",
      " [ 0.77882524]\n",
      " [-5.02978311]\n",
      " [ 2.44870105]\n",
      " [-0.85587338]\n",
      " [ 1.03091578]\n",
      " [ 4.6865391 ]\n",
      " [-5.97130996]] 1.9158279306925083\n",
      "[[ 0.51463007]\n",
      " [-2.78727661]\n",
      " [ 3.47201465]\n",
      " [-9.0851852 ]\n",
      " [-0.08327734]\n",
      " [ 3.0363228 ]\n",
      " [ 2.0202882 ]\n",
      " [ 0.65113025]\n",
      " [ 2.70012442]\n",
      " [-2.44348896]\n",
      " [-2.61572364]\n",
      " [-0.0702024 ]\n",
      " [-3.66901492]\n",
      " [ 3.59807487]\n",
      " [ 4.72991491]\n",
      " [ 0.10395452]\n",
      " [-2.86292549]\n",
      " [-3.44135429]\n",
      " [ 0.02276561]\n",
      " [ 0.92077264]\n",
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      " [-0.91781818]\n",
      " [ 2.08945564]\n",
      " [-1.59509487]\n",
      " [ 1.69772548]\n",
      " [ 1.4968356 ]\n",
      " [ 0.22878195]\n",
      " [ 3.51906775]\n",
      " [ 1.29364747]\n",
      " [ 3.93822732]\n",
      " [-4.11520583]\n",
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      " [-1.99374521]\n",
      " [-1.85546846]\n",
      " [ 3.85355326]\n",
      " [ 4.12468205]\n",
      " [-0.04724579]\n",
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      " [-2.95174279]\n",
      " [-2.87923575]\n",
      " [ 0.43711569]\n",
      " [-0.35102267]\n",
      " [-1.04049388]\n",
      " [ 1.70606212]\n",
      " [ 1.56108393]\n",
      " [-2.03645776]\n",
      " [ 7.38315768]\n",
      " [ 2.09368312]\n",
      " [ 1.36981323]\n",
      " [-0.92950029]\n",
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      " [-3.83642546]\n",
      " [ 2.83656004]\n",
      " [-0.19179946]\n",
      " [-3.49277674]\n",
      " [ 1.51035646]\n",
      " [ 1.41529696]\n",
      " [-5.19120981]\n",
      " [ 2.958626  ]\n",
      " [ 1.47780788]\n",
      " [ 1.60711676]\n",
      " [-5.00233028]\n",
      " [ 0.77836916]\n",
      " [-5.03126387]\n",
      " [ 2.45022208]\n",
      " [-0.85621489]\n",
      " [ 1.03160051]\n",
      " [ 4.68657933]\n",
      " [-5.97487311]] 1.9153907442918119\n",
      "[[ 0.51747448]\n",
      " [-2.78717722]\n",
      " [ 3.47146978]\n",
      " [-9.08472716]\n",
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      " [ 3.04158613]\n",
      " [ 2.02335512]\n",
      " [ 0.65244786]\n",
      " [ 2.70131307]\n",
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      " [-3.66859662]\n",
      " [ 3.5978095 ]\n",
      " [ 4.73304576]\n",
      " [ 0.10136974]\n",
      " [-2.86543712]\n",
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      " [ 0.01980584]\n",
      " [ 0.92123325]\n",
      " [-0.10771907]\n",
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      " [-0.92149346]\n",
      " [ 2.08837852]\n",
      " [-1.59527072]\n",
      " [ 1.69866678]\n",
      " [ 1.49726671]\n",
      " [ 0.22790109]\n",
      " [ 3.519341  ]\n",
      " [ 1.29219802]\n",
      " [ 3.93968565]\n",
      " [-4.11660704]\n",
      " [-3.28275292]\n",
      " [-1.9930007 ]\n",
      " [-1.857441  ]\n",
      " [ 3.85691944]\n",
      " [ 4.12606491]\n",
      " [-0.0482368 ]\n",
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      " [-2.95151277]\n",
      " [-2.88062402]\n",
      " [ 0.44008016]\n",
      " [-0.3513036 ]\n",
      " [-1.03811125]\n",
      " [ 1.70660673]\n",
      " [ 1.56043273]\n",
      " [-2.03772135]\n",
      " [ 7.38479923]\n",
      " [ 2.09128395]\n",
      " [ 1.36956282]\n",
      " [-0.92912309]\n",
      " [-0.65864884]\n",
      " [-3.83783471]\n",
      " [ 2.83660199]\n",
      " [-0.19289478]\n",
      " [-3.49306186]\n",
      " [ 1.51223191]\n",
      " [ 1.41572077]\n",
      " [-5.19125098]\n",
      " [ 2.95913211]\n",
      " [ 1.47700531]\n",
      " [ 1.60791579]\n",
      " [-5.00634498]\n",
      " [ 0.77792266]\n",
      " [-5.03273253]\n",
      " [ 2.45173945]\n",
      " [-0.85655241]\n",
      " [ 1.03227679]\n",
      " [ 4.68663004]\n",
      " [-5.97840781]] 1.914957829863072\n",
      "[[ 0.52030088]\n",
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      " [ 3.47092913]\n",
      " [-9.08426921]\n",
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      " [ 3.04682382]\n",
      " [ 2.02639373]\n",
      " [ 0.65375484]\n",
      " [ 2.70250078]\n",
      " [-2.44012284]\n",
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      " [-3.66817762]\n",
      " [ 3.59753754]\n",
      " [ 4.73615561]\n",
      " [ 0.09879873]\n",
      " [-2.86793662]\n",
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      " [ 0.01686345]\n",
      " [ 0.92168626]\n",
      " [-0.10645873]\n",
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      " [ 2.08730843]\n",
      " [-1.59544816]\n",
      " [ 1.69960422]\n",
      " [ 1.49769121]\n",
      " [ 0.22703045]\n",
      " [ 3.51959933]\n",
      " [ 1.29075165]\n",
      " [ 3.94112799]\n",
      " [-4.11799299]\n",
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      " [-1.99225345]\n",
      " [-1.85940395]\n",
      " [ 3.86025799]\n",
      " [ 4.1274304 ]\n",
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      " [-2.88199627]\n",
      " [ 0.44303878]\n",
      " [-0.35158627]\n",
      " [-1.03574028]\n",
      " [ 1.70714658]\n",
      " [ 1.55978259]\n",
      " [-2.03897694]\n",
      " [ 7.38641948]\n",
      " [ 2.08889725]\n",
      " [ 1.36931083]\n",
      " [-0.92874616]\n",
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      " [-3.8392315 ]\n",
      " [ 2.83663365]\n",
      " [-0.19397763]\n",
      " [-3.49334266]\n",
      " [ 1.51408021]\n",
      " [ 1.41614625]\n",
      " [-5.19127839]\n",
      " [ 2.95962845]\n",
      " [ 1.47620925]\n",
      " [ 1.60871147]\n",
      " [-5.01032647]\n",
      " [ 0.77748564]\n",
      " [-5.03418925]\n",
      " [ 2.4532531 ]\n",
      " [-0.85688594]\n",
      " [ 1.03294472]\n",
      " [ 4.68669107]\n",
      " [-5.98191436]] 1.9145291169142784\n",
      "[[ 0.52310935]\n",
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      " [ 3.47039269]\n",
      " [-9.08381147]\n",
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      " [ 3.05203608]\n",
      " [ 2.02940435]\n",
      " [ 0.6550513 ]\n",
      " [ 2.70368753]\n",
      " [-2.43844897]\n",
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      " [-3.66775797]\n",
      " [ 3.59725914]\n",
      " [ 4.73924468]\n",
      " [ 0.0962414 ]\n",
      " [-2.87042409]\n",
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      " [ 0.01393836]\n",
      " [ 0.92213176]\n",
      " [-0.10520104]\n",
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      " [ 2.08624531]\n",
      " [-1.59562717]\n",
      " [ 1.70053785]\n",
      " [ 1.4981092 ]\n",
      " [ 0.22616992]\n",
      " [ 3.51984298]\n",
      " [ 1.28930835]\n",
      " [ 3.94255457]\n",
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      " [-1.86135738]\n",
      " [ 3.86356921]\n",
      " [ 4.12877875]\n",
      " [-0.05019565]\n",
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      " [-2.88335271]\n",
      " [ 0.44599151]\n",
      " [-0.35187066]\n",
      " [-1.03338093]\n",
      " [ 1.70768175]\n",
      " [ 1.55913353]\n",
      " [-2.04022455]\n",
      " [ 7.38801868]\n",
      " [ 2.08652297]\n",
      " [ 1.36905729]\n",
      " [-0.9283695 ]\n",
      " [-0.6626957 ]\n",
      " [-3.84061596]\n",
      " [ 2.83665513]\n",
      " [-0.19504812]\n",
      " [-3.4936192 ]\n",
      " [ 1.51590165]\n",
      " [ 1.41657337]\n",
      " [-5.19129235]\n",
      " [ 2.9601151 ]\n",
      " [ 1.47541969]\n",
      " [ 1.60950383]\n",
      " [-5.01427509]\n",
      " [ 0.77705799]\n",
      " [-5.03563414]\n",
      " [ 2.45476298]\n",
      " [-0.8572155 ]\n",
      " [ 1.03360437]\n",
      " [ 4.68676231]\n",
      " [-5.98539307]] 1.9141045363899976\n",
      "[[ 0.52589999]\n",
      " [-2.78692329]\n",
      " [ 3.46986046]\n",
      " [-9.08335405]\n",
      " [-0.08332887]\n",
      " [ 3.05722307]\n",
      " [ 2.03238729]\n",
      " [ 0.65633734]\n",
      " [ 2.70487332]\n",
      " [-2.43678124]\n",
      " [-2.62337073]\n",
      " [-0.07451885]\n",
      " [-3.66733773]\n",
      " [ 3.59697443]\n",
      " [ 4.74231318]\n",
      " [ 0.09369764]\n",
      " [-2.87289958]\n",
      " [-3.44069338]\n",
      " [ 0.01103048]\n",
      " [ 0.92256981]\n",
      " [-0.10394599]\n",
      " [-1.25047295]\n",
      " [-0.93242844]\n",
      " [ 2.08518911]\n",
      " [-1.59580778]\n",
      " [ 1.70146768]\n",
      " [ 1.49852078]\n",
      " [ 0.22531941]\n",
      " [ 3.5200722 ]\n",
      " [ 1.28786813]\n",
      " [ 3.94396563]\n",
      " [-4.12072001]\n",
      " [-3.29041137]\n",
      " [-1.99075145]\n",
      " [-1.86330135]\n",
      " [ 3.86685342]\n",
      " [ 4.13011021]\n",
      " [-0.05116364]\n",
      " [-0.07130943]\n",
      " [-2.95079542]\n",
      " [-2.8846935 ]\n",
      " [ 0.44893831]\n",
      " [-0.35215674]\n",
      " [-1.03103314]\n",
      " [ 1.70821232]\n",
      " [ 1.55848558]\n",
      " [-2.04146421]\n",
      " [ 7.38959708]\n",
      " [ 2.08416107]\n",
      " [ 1.3688022 ]\n",
      " [-0.9279931 ]\n",
      " [-0.66470212]\n",
      " [-3.84198823]\n",
      " [ 2.83666658]\n",
      " [-0.19610633]\n",
      " [-3.49389152]\n",
      " [ 1.51769654]\n",
      " [ 1.41700207]\n",
      " [-5.19129312]\n",
      " [ 2.96059218]\n",
      " [ 1.4746366 ]\n",
      " [ 1.61029289]\n",
      " [-5.01819118]\n",
      " [ 0.7766396 ]\n",
      " [-5.03706736]\n",
      " [ 2.45626905]\n",
      " [-0.85754111]\n",
      " [ 1.03425581]\n",
      " [ 4.68684361]\n",
      " [-5.98884421]] 1.9136840206387513\n",
      "epoch 250 loss 1.913684\n",
      "[[ 5.28672907e-01]\n",
      " [-2.78685323e+00]\n",
      " [ 3.46933244e+00]\n",
      " [-9.08289704e+00]\n",
      " [-8.33321599e-02]\n",
      " [ 3.06238499e+00]\n",
      " [ 2.03534286e+00]\n",
      " [ 6.57613086e-01]\n",
      " [ 2.70605816e+00]\n",
      " [-2.43511967e+00]\n",
      " [-2.62527503e+00]\n",
      " [-7.55752636e-02]\n",
      " [-3.66691695e+00]\n",
      " [ 3.59668355e+00]\n",
      " [ 4.74536132e+00]\n",
      " [ 9.11673738e-02]\n",
      " [-2.87536318e+00]\n",
      " [-3.44050280e+00]\n",
      " [ 8.13971278e-03]\n",
      " [ 9.23000486e-01]\n",
      " [-1.02693558e-01]\n",
      " [-1.24955683e+00]\n",
      " [-9.36043290e-01]\n",
      " [ 2.08413977e+00]\n",
      " [-1.59598998e+00]\n",
      " [ 1.70239377e+00]\n",
      " [ 1.49892607e+00]\n",
      " [ 2.24478825e-01]\n",
      " [ 3.52028721e+00]\n",
      " [ 1.28643102e+00]\n",
      " [ 3.94536139e+00]\n",
      " [-4.12206148e+00]\n",
      " [-3.29293953e+00]\n",
      " [-1.98999708e+00]\n",
      " [-1.86523590e+00]\n",
      " [ 3.87011090e+00]\n",
      " [ 4.13142502e+00]\n",
      " [-5.21241096e-02]\n",
      " [-7.15895770e-02]\n",
      " [-2.95054754e+00]\n",
      " [-2.88601883e+00]\n",
      " [ 4.51879139e-01]\n",
      " [-3.52444460e-01]\n",
      " [-1.02869683e+00]\n",
      " [ 1.70873835e+00]\n",
      " [ 1.55783876e+00]\n",
      " [-2.04269592e+00]\n",
      " [ 7.39115494e+00]\n",
      " [ 2.08181146e+00]\n",
      " [ 1.36854559e+00]\n",
      " [-9.27616972e-01]\n",
      " [-6.66697330e-01]\n",
      " [-3.84334844e+00]\n",
      " [ 2.83666813e+00]\n",
      " [-1.97152379e-01]\n",
      " [-3.49415966e+00]\n",
      " [ 1.51946518e+00]\n",
      " [ 1.41743231e+00]\n",
      " [-5.19128099e+00]\n",
      " [ 2.96105978e+00]\n",
      " [ 1.47385996e+00]\n",
      " [ 1.61107867e+00]\n",
      " [-5.02207507e+00]\n",
      " [ 7.76230386e-01]\n",
      " [-5.03848903e+00]\n",
      " [ 2.45777126e+00]\n",
      " [-8.57862765e-01]\n",
      " [ 1.03489914e+00]\n",
      " [ 4.68693485e+00]\n",
      " [-5.99226808e+00]] 1.9132675033812079\n",
      "[[ 5.31428192e-01]\n",
      " [-2.78679038e+00]\n",
      " [ 3.46880862e+00]\n",
      " [-9.08244055e+00]\n",
      " [-8.33317058e-02]\n",
      " [ 3.06752201e+00]\n",
      " [ 2.03827137e+00]\n",
      " [ 6.58878632e-01]\n",
      " [ 2.70724202e+00]\n",
      " [-2.43346427e+00]\n",
      " [-2.62717632e+00]\n",
      " [-7.66227332e-02]\n",
      " [-3.66649568e+00]\n",
      " [ 3.59638662e+00]\n",
      " [ 4.74838931e+00]\n",
      " [ 8.86504986e-02]\n",
      " [-2.87781496e+00]\n",
      " [-3.44030230e+00]\n",
      " [ 5.26596878e-03]\n",
      " [ 9.23423850e-01]\n",
      " [-1.01443722e-01]\n",
      " [-1.24864265e+00]\n",
      " [-9.39643135e-01]\n",
      " [ 2.08309724e+00]\n",
      " [-1.59617377e+00]\n",
      " [ 1.70331613e+00]\n",
      " [ 1.49932515e+00]\n",
      " [ 2.23648078e-01]\n",
      " [ 3.52048823e+00]\n",
      " [ 1.28499702e+00]\n",
      " [ 3.94674207e+00]\n",
      " [-4.12338855e+00]\n",
      " [-3.29545554e+00]\n",
      " [-1.98924070e+00]\n",
      " [-1.86716111e+00]\n",
      " [ 3.87334195e+00]\n",
      " [ 4.13272342e+00]\n",
      " [-5.30771251e-02]\n",
      " [-7.18664537e-02]\n",
      " [-2.95029545e+00]\n",
      " [-2.88732889e+00]\n",
      " [ 4.54813954e-01]\n",
      " [-3.52733802e-01]\n",
      " [-1.02637196e+00]\n",
      " [ 1.70925991e+00]\n",
      " [ 1.55719310e+00]\n",
      " [-2.04391970e+00]\n",
      " [ 7.39269250e+00]\n",
      " [ 2.07947411e+00]\n",
      " [ 1.36828749e+00]\n",
      " [-9.27241109e-01]\n",
      " [-6.68681415e-01]\n",
      " [-3.84469673e+00]\n",
      " [ 2.83665990e+00]\n",
      " [-1.98186347e-01]\n",
      " [-3.49442367e+00]\n",
      " [ 1.52120788e+00]\n",
      " [ 1.41786404e+00]\n",
      " [-5.19125623e+00]\n",
      " [ 2.96151801e+00]\n",
      " [ 1.47308976e+00]\n",
      " [ 1.61186120e+00]\n",
      " [-5.02592708e+00]\n",
      " [ 7.75830227e-01]\n",
      " [-5.03989927e+00]\n",
      " [ 2.45926957e+00]\n",
      " [-8.58180493e-01]\n",
      " [ 1.03553443e+00]\n",
      " [ 4.68703589e+00]\n",
      " [-5.99566495e+00]] 1.912854919679173\n",
      "[[ 5.34165944e-01]\n",
      " [-2.78673469e+00]\n",
      " [ 3.46828901e+00]\n",
      " [-9.08198466e+00]\n",
      " [-8.33275562e-02]\n",
      " [ 3.07263430e+00]\n",
      " [ 2.04117312e+00]\n",
      " [ 6.60134088e-01]\n",
      " [ 2.70842492e+00]\n",
      " [-2.43181505e+00]\n",
      " [-2.62907460e+00]\n",
      " [-7.76613343e-02]\n",
      " [-3.66607397e+00]\n",
      " [ 3.59608377e+00]\n",
      " [ 4.75139735e+00]\n",
      " [ 8.61469236e-02]\n",
      " [-2.88025499e+00]\n",
      " [-3.44009199e+00]\n",
      " [ 2.40915855e-03]\n",
      " [ 9.23839975e-01]\n",
      " [-1.00196461e-01]\n",
      " [-1.24773044e+00]\n",
      " [-9.43228025e-01]\n",
      " [ 2.08206146e+00]\n",
      " [-1.59635914e+00]\n",
      " [ 1.70423480e+00]\n",
      " [ 1.49971814e+00]\n",
      " [ 2.22827073e-01]\n",
      " [ 3.52067550e+00]\n",
      " [ 1.28356613e+00]\n",
      " [ 3.94810789e+00]\n",
      " [-4.12470141e+00]\n",
      " [-3.29795952e+00]\n",
      " [-1.98848250e+00]\n",
      " [-1.86907702e+00]\n",
      " [ 3.87654685e+00]\n",
      " [ 4.13400563e+00]\n",
      " [-5.40227597e-02]\n",
      " [-7.21400909e-02]\n",
      " [-2.95003924e+00]\n",
      " [-2.88862384e+00]\n",
      " [ 4.57742720e-01]\n",
      " [-3.53024730e-01]\n",
      " [-1.02405847e+00]\n",
      " [ 1.70977707e+00]\n",
      " [ 1.55654862e+00]\n",
      " [-2.04513556e+00]\n",
      " [ 7.39421000e+00]\n",
      " [ 2.07714896e+00]\n",
      " [ 1.36802789e+00]\n",
      " [-9.26865513e-01]\n",
      " [-6.70654468e-01]\n",
      " [-3.84603322e+00]\n",
      " [ 2.83664201e+00]\n",
      " [-1.99208334e-01]\n",
      " [-3.49468360e+00]\n",
      " [ 1.52292493e+00]\n",
      " [ 1.41829722e+00]\n",
      " [-5.19121910e+00]\n",
      " [ 2.96196696e+00]\n",
      " [ 1.47232597e+00]\n",
      " [ 1.61264051e+00]\n",
      " [-5.02974754e+00]\n",
      " [ 7.75439025e-01]\n",
      " [-5.04129822e+00]\n",
      " [ 2.46076393e+00]\n",
      " [-8.58494304e-01]\n",
      " [ 1.03616176e+00]\n",
      " [ 4.68714661e+00]\n",
      " [-5.99903511e+00]] 1.9124462059053529\n",
      "[[ 5.36886259e-01]\n",
      " [-2.78668612e+00]\n",
      " [ 3.46777359e+00]\n",
      " [-9.08152947e+00]\n",
      " [-8.33197574e-02]\n",
      " [ 3.07772205e+00]\n",
      " [ 2.04404840e+00]\n",
      " [ 6.61379558e-01]\n",
      " [ 2.70960683e+00]\n",
      " [-2.43017202e+00]\n",
      " [-2.63096986e+00]\n",
      " [-7.86911374e-02]\n",
      " [-3.66565187e+00]\n",
      " [ 3.59577513e+00]\n",
      " [ 4.75438566e+00]\n",
      " [ 8.36565567e-02]\n",
      " [-2.88268335e+00]\n",
      " [-3.43987199e+00]\n",
      " [-4.30808151e-04]\n",
      " [ 9.24248930e-01]\n",
      " [-9.89517544e-02]\n",
      " [-1.24682025e+00]\n",
      " [-9.46798005e-01]\n",
      " [ 2.08103237e+00]\n",
      " [-1.59654611e+00]\n",
      " [ 1.70514981e+00]\n",
      " [ 1.50010514e+00]\n",
      " [ 2.22015720e-01]\n",
      " [ 3.52084924e+00]\n",
      " [ 1.28213837e+00]\n",
      " [ 3.94945906e+00]\n",
      " [-4.12600026e+00]\n",
      " [-3.30045156e+00]\n",
      " [-1.98772263e+00]\n",
      " [-1.87098370e+00]\n",
      " [ 3.87972589e+00]\n",
      " [ 4.13527188e+00]\n",
      " [-5.49610850e-02]\n",
      " [-7.24105167e-02]\n",
      " [-2.94977900e+00]\n",
      " [-2.88990387e+00]\n",
      " [ 4.60665401e-01]\n",
      " [-3.53317212e-01]\n",
      " [-1.02175630e+00]\n",
      " [ 1.71028990e+00]\n",
      " [ 1.55590534e+00]\n",
      " [-2.04634353e+00]\n",
      " [ 7.39570768e+00]\n",
      " [ 2.07483593e+00]\n",
      " [ 1.36776683e+00]\n",
      " [-9.26490184e-01]\n",
      " [-6.72616580e-01]\n",
      " [-3.84735804e+00]\n",
      " [ 2.83661461e+00]\n",
      " [-2.00218435e-01]\n",
      " [-3.49493950e+00]\n",
      " [ 1.52461662e+00]\n",
      " [ 1.41873182e+00]\n",
      " [-5.19116987e+00]\n",
      " [ 2.96240673e+00]\n",
      " [ 1.47156857e+00]\n",
      " [ 1.61341662e+00]\n",
      " [-5.03353677e+00]\n",
      " [ 7.75056681e-01]\n",
      " [-5.04268600e+00]\n",
      " [ 2.46225431e+00]\n",
      " [-8.58804213e-01]\n",
      " [ 1.03678120e+00]\n",
      " [ 4.68726687e+00]\n",
      " [-6.00237883e+00]] 1.912041299713874\n",
      "[[ 5.39589234e-01]\n",
      " [-2.78664460e+00]\n",
      " [ 3.46726236e+00]\n",
      " [-9.08107506e+00]\n",
      " [-8.33083546e-02]\n",
      " [ 3.08278542e+00]\n",
      " [ 2.04689752e+00]\n",
      " [ 6.62615144e-01]\n",
      " [ 2.71078777e+00]\n",
      " [-2.42853518e+00]\n",
      " [-2.63286208e+00]\n",
      " [-7.97122124e-02]\n",
      " [-3.66522943e+00]\n",
      " [ 3.59546082e+00]\n",
      " [ 4.75735443e+00]\n",
      " [ 8.11793063e-02]\n",
      " [-2.88510010e+00]\n",
      " [-3.43964239e+00]\n",
      " [-3.25402135e-03]\n",
      " [ 9.24650785e-01]\n",
      " [-9.77095823e-02]\n",
      " [-1.24591209e+00]\n",
      " [-9.50353122e-01]\n",
      " [ 2.08000993e+00]\n",
      " [-1.59673466e+00]\n",
      " [ 1.70606119e+00]\n",
      " [ 1.50048623e+00]\n",
      " [ 2.21213927e-01]\n",
      " [ 3.52100966e+00]\n",
      " [ 1.28071375e+00]\n",
      " [ 3.95079579e+00]\n",
      " [-4.12728529e+00]\n",
      " [-3.30293178e+00]\n",
      " [-1.98696127e+00]\n",
      " [-1.87288120e+00]\n",
      " [ 3.88287936e+00]\n",
      " [ 4.13652239e+00]\n",
      " [-5.58921718e-02]\n",
      " [-7.26777582e-02]\n",
      " [-2.94951483e+00]\n",
      " [-2.89116914e+00]\n",
      " [ 4.63581958e-01]\n",
      " [-3.53611217e-01]\n",
      " [-1.01946538e+00]\n",
      " [ 1.71079846e+00]\n",
      " [ 1.55526328e+00]\n",
      " [-2.04754362e+00]\n",
      " [ 7.39718579e+00]\n",
      " [ 2.07253498e+00]\n",
      " [ 1.36750432e+00]\n",
      " [-9.26115122e-01]\n",
      " [-6.74567841e-01]\n",
      " [-3.84867131e+00]\n",
      " [ 2.83657780e+00]\n",
      " [-2.01216746e-01]\n",
      " [-3.49519139e+00]\n",
      " [ 1.52628325e+00]\n",
      " [ 1.41916777e+00]\n",
      " [-5.19110880e+00]\n",
      " [ 2.96283743e+00]\n",
      " [ 1.47081753e+00]\n",
      " [ 1.61418954e+00]\n",
      " [-5.03729508e+00]\n",
      " [ 7.74683093e-01]\n",
      " [-5.04406274e+00]\n",
      " [ 2.46374065e+00]\n",
      " [-8.59110237e-01]\n",
      " [ 1.03739283e+00]\n",
      " [ 4.68739654e+00]\n",
      " [-6.00569639e+00]] 1.9116401400115266\n",
      "[[ 5.42274966e-01]\n",
      " [-2.78661010e+00]\n",
      " [ 3.46675532e+00]\n",
      " [-9.08062152e+00]\n",
      " [-8.32933924e-02]\n",
      " [ 3.08782459e+00]\n",
      " [ 2.04972075e+00]\n",
      " [ 6.63840948e-01]\n",
      " [ 2.71196771e+00]\n",
      " [-2.42690455e+00]\n",
      " [-2.63475126e+00]\n",
      " [-8.07246287e-02]\n",
      " [-3.66480669e+00]\n",
      " [ 3.59514097e+00]\n",
      " [ 4.76030385e+00]\n",
      " [ 7.87150814e-02]\n",
      " [-2.88750533e+00]\n",
      " [-3.43940331e+00]\n",
      " [-6.06057087e-03]\n",
      " [ 9.25045607e-01]\n",
      " [-9.64699257e-02]\n",
      " [-1.24500600e+00]\n",
      " [-9.53893423e-01]\n",
      " [ 2.07899408e+00]\n",
      " [-1.59692480e+00]\n",
      " [ 1.70696896e+00]\n",
      " [ 1.50086151e+00]\n",
      " [ 2.20421604e-01]\n",
      " [ 3.52115698e+00]\n",
      " [ 1.27929228e+00]\n",
      " [ 3.95211829e+00]\n",
      " [-4.12855671e+00]\n",
      " [-3.30540028e+00]\n",
      " [-1.98619857e+00]\n",
      " [-1.87476959e+00]\n",
      " [ 3.88600751e+00]\n",
      " [ 4.13775739e+00]\n",
      " [-5.68160907e-02]\n",
      " [-7.29418420e-02]\n",
      " [-2.94924681e+00]\n",
      " [-2.89241982e+00]\n",
      " [ 4.66492359e-01]\n",
      " [-3.53906714e-01]\n",
      " [-1.01718566e+00]\n",
      " [ 1.71130282e+00]\n",
      " [ 1.55462246e+00]\n",
      " [-2.04873585e+00]\n",
      " [ 7.39864454e+00]\n",
      " [ 2.07024604e+00]\n",
      " [ 1.36724038e+00]\n",
      " [-9.25740328e-01]\n",
      " [-6.76508339e-01]\n",
      " [-3.84997316e+00]\n",
      " [ 2.83653171e+00]\n",
      " [-2.02203360e-01]\n",
      " [-3.49543934e+00]\n",
      " [ 1.52792508e+00]\n",
      " [ 1.41960506e+00]\n",
      " [-5.19103613e+00]\n",
      " [ 2.96325913e+00]\n",
      " [ 1.47007283e+00]\n",
      " [ 1.61495931e+00]\n",
      " [-5.04102278e+00]\n",
      " [ 7.74318162e-01]\n",
      " [-5.04542856e+00]\n",
      " [ 2.46522293e+00]\n",
      " [-8.59412390e-01]\n",
      " [ 1.03799673e+00]\n",
      " [ 4.68753550e+00]\n",
      " [-6.00898804e+00]] 1.911242666929728\n",
      "[[ 5.44943551e-01]\n",
      " [-2.78658255e+00]\n",
      " [ 3.46625246e+00]\n",
      " [-9.08016893e+00]\n",
      " [-8.32749148e-02]\n",
      " [ 3.09283972e+00]\n",
      " [ 2.05251840e+00]\n",
      " [ 6.65057070e-01]\n",
      " [ 2.71314665e+00]\n",
      " [-2.42528012e+00]\n",
      " [-2.63663739e+00]\n",
      " [-8.17284554e-02]\n",
      " [-3.66438370e+00]\n",
      " [ 3.59481570e+00]\n",
      " [ 4.76323411e+00]\n",
      " [ 7.62637914e-02]\n",
      " [-2.88989911e+00]\n",
      " [-3.43915485e+00]\n",
      " [-8.85054636e-03]\n",
      " [ 9.25433466e-01]\n",
      " [-9.52327658e-02]\n",
      " [-1.24410201e+00]\n",
      " [-9.57418958e-01]\n",
      " [ 2.07798477e+00]\n",
      " [-1.59711653e+00]\n",
      " [ 1.70787317e+00]\n",
      " [ 1.50123108e+00]\n",
      " [ 2.19638663e-01]\n",
      " [ 3.52129141e+00]\n",
      " [ 1.27787396e+00]\n",
      " [ 3.95342678e+00]\n",
      " [-4.12981469e+00]\n",
      " [-3.30785715e+00]\n",
      " [-1.98543471e+00]\n",
      " [-1.87664891e+00]\n",
      " [ 3.88911064e+00]\n",
      " [ 4.13897709e+00]\n",
      " [-5.77329120e-02]\n",
      " [-7.32027939e-02]\n",
      " [-2.94897504e+00]\n",
      " [-2.89365608e+00]\n",
      " [ 4.69396567e-01]\n",
      " [-3.54203671e-01]\n",
      " [-1.01491707e+00]\n",
      " [ 1.71180303e+00]\n",
      " [ 1.55398290e+00]\n",
      " [-2.04992023e+00]\n",
      " [ 7.40008417e+00]\n",
      " [ 2.06796906e+00]\n",
      " [ 1.36697503e+00]\n",
      " [-9.25365799e-01]\n",
      " [-6.78438162e-01]\n",
      " [-3.85126372e+00]\n",
      " [ 2.83647647e+00]\n",
      " [-2.03178373e-01]\n",
      " [-3.49568337e+00]\n",
      " [ 1.52954242e+00]\n",
      " [ 1.42004362e+00]\n",
      " [-5.19095211e+00]\n",
      " [ 2.96367195e+00]\n",
      " [ 1.46933445e+00]\n",
      " [ 1.61572595e+00]\n",
      " [-5.04472019e+00]\n",
      " [ 7.73961791e-01]\n",
      " [-5.04678357e+00]\n",
      " [ 2.46670110e+00]\n",
      " [-8.59710689e-01]\n",
      " [ 1.03859296e+00]\n",
      " [ 4.68768361e+00]\n",
      " [-6.01225406e+00]] 1.9108488217971722\n",
      "[[ 0.54759509]\n",
      " [-2.78656191]\n",
      " [ 3.46575378]\n",
      " [-9.07971736]\n",
      " [-0.08325297]\n",
      " [ 3.09783099]\n",
      " [ 2.05529074]\n",
      " [ 0.66626361]\n",
      " [ 2.71432459]\n",
      " [-2.42366191]\n",
      " [-2.63852045]\n",
      " [-0.08272376]\n",
      " [-3.6639605 ]\n",
      " [ 3.59448511]\n",
      " [ 4.76614542]\n",
      " [ 0.07382535]\n",
      " [-2.89228149]\n",
      " [-3.43889711]\n",
      " [-0.01162404]\n",
      " [ 0.92581443]\n",
      " [-0.09399808]\n",
      " [-1.24320014]\n",
      " [-0.96092978]\n",
      " [ 2.07698194]\n",
      " [-1.59730983]\n",
      " [ 1.70877382]\n",
      " [ 1.50159503]\n",
      " [ 0.21886501]\n",
      " [ 3.52141315]\n",
      " [ 1.2764588 ]\n",
      " [ 3.95472144]\n",
      " [-4.13105944]\n",
      " [-3.31030251]\n",
      " [-1.98466982]\n",
      " [-1.87851924]\n",
      " [ 3.89218901]\n",
      " [ 4.1401817 ]\n",
      " [-0.05864271]\n",
      " [-0.07346064]\n",
      " [-2.9486996 ]\n",
      " [-2.89487809]\n",
      " [ 0.47229455]\n",
      " [-0.35450206]\n",
      " [-1.01265956]\n",
      " [ 1.71229917]\n",
      " [ 1.55334462]\n",
      " [-2.05109678]\n",
      " [ 7.40150491]\n",
      " [ 2.06570397]\n",
      " [ 1.36670827]\n",
      " [-0.92499153]\n",
      " [-0.6803574 ]\n",
      " [-3.8525431 ]\n",
      " [ 2.83641219]\n",
      " [-0.20414188]\n",
      " [-3.49592354]\n",
      " [ 1.53113553]\n",
      " [ 1.42048343]\n",
      " [-5.19085699]\n",
      " [ 2.96407596]\n",
      " [ 1.46860236]\n",
      " [ 1.61648948]\n",
      " [-5.04838759]\n",
      " [ 0.77361388]\n",
      " [-5.0481279 ]\n",
      " [ 2.46817511]\n",
      " [-0.86000515]\n",
      " [ 1.03918161]\n",
      " [ 4.68784076]\n",
      " [-6.0154947 ]] 1.910458547113152\n",
      "[[ 0.55022967]\n",
      " [-2.78654813]\n",
      " [ 3.46525926]\n",
      " [-9.07926689]\n",
      " [-0.08322759]\n",
      " [ 3.10279856]\n",
      " [ 2.05803805]\n",
      " [ 0.66746066]\n",
      " [ 2.71550151]\n",
      " [-2.42204993]\n",
      " [-2.64040045]\n",
      " [-0.08371061]\n",
      " [-3.66353714]\n",
      " [ 3.59414934]\n",
      " [ 4.76903796]\n",
      " [ 0.07139966]\n",
      " [-2.89465257]\n",
      " [-3.43863021]\n",
      " [-0.01438113]\n",
      " [ 0.92618856]\n",
      " [-0.09276586]\n",
      " [-1.24230042]\n",
      " [-0.96442593]\n",
      " [ 2.07598554]\n",
      " [-1.59750471]\n",
      " [ 1.70967096]\n",
      " [ 1.50195345]\n",
      " [ 0.21810057]\n",
      " [ 3.52152242]\n",
      " [ 1.27504682]\n",
      " [ 3.95600247]\n",
      " [-4.13229113]\n",
      " [-3.31273643]\n",
      " [-1.98390407]\n",
      " [-1.88038061]\n",
      " [ 3.89524288]\n",
      " [ 4.14137143]\n",
      " [-0.05954554]\n",
      " [-0.0737154 ]\n",
      " [-2.94842058]\n",
      " [-2.89608601]\n",
      " [ 0.47518627]\n",
      " [-0.35480185]\n",
      " [-1.01041306]\n",
      " [ 1.71279129]\n",
      " [ 1.55270763]\n",
      " [-2.05226553]\n",
      " [ 7.40290698]\n",
      " [ 2.06345071]\n",
      " [ 1.36644013]\n",
      " [-0.92461753]\n",
      " [-0.68226613]\n",
      " [-3.85381142]\n",
      " [ 2.83633898]\n",
      " [-0.20509397]\n",
      " [-3.49615989]\n",
      " [ 1.53270469]\n",
      " [ 1.42092445]\n",
      " [-5.19075101]\n",
      " [ 2.96447127]\n",
      " [ 1.46787653]\n",
      " [ 1.61724992]\n",
      " [-5.05202531]\n",
      " [ 0.77327434]\n",
      " [-5.04946166]\n",
      " [ 2.46964494]\n",
      " [-0.86029579]\n",
      " [ 1.03976275]\n",
      " [ 4.68800681]\n",
      " [-6.01871022]] 1.9100717865215369\n",
      "[[ 0.55284739]\n",
      " [-2.78654115]\n",
      " [ 3.4647689 ]\n",
      " [-9.07881759]\n",
      " [-0.08319882]\n",
      " [ 3.10774259]\n",
      " [ 2.06076061]\n",
      " [ 0.66864833]\n",
      " [ 2.71667741]\n",
      " [-2.42044416]\n",
      " [-2.64227736]\n",
      " [-0.08468908]\n",
      " [-3.66311366]\n",
      " [ 3.59380849]\n",
      " [ 4.77191191]\n",
      " [ 0.06898663]\n",
      " [-2.8970124 ]\n",
      " [-3.43835423]\n",
      " [-0.01712192]\n",
      " [ 0.92655593]\n",
      " [-0.09153609]\n",
      " [-1.24140287]\n",
      " [-0.96790746]\n",
      " [ 2.07499552]\n",
      " [-1.59770116]\n",
      " [ 1.71056461]\n",
      " [ 1.50230643]\n",
      " [ 0.21734524]\n",
      " [ 3.5216194 ]\n",
      " [ 1.27363801]\n",
      " [ 3.95727008]\n",
      " [-4.13350995]\n",
      " [-3.31515903]\n",
      " [-1.98313759]\n",
      " [-1.8822331 ]\n",
      " [ 3.89827252]\n",
      " [ 4.1425465 ]\n",
      " [-0.06044148]\n",
      " [-0.07396711]\n",
      " [-2.94813806]\n",
      " [-2.89727999]\n",
      " [ 0.47807171]\n",
      " [-0.35510301]\n",
      " [-1.00817752]\n",
      " [ 1.71327945]\n",
      " [ 1.55207196]\n",
      " [-2.05342649]\n",
      " [ 7.4042906 ]\n",
      " [ 2.06120922]\n",
      " [ 1.36617062]\n",
      " [-0.9242438 ]\n",
      " [-0.68416445]\n",
      " [-3.8550688 ]\n",
      " [ 2.83625698]\n",
      " [-0.20603474]\n",
      " [-3.49639244]\n",
      " [ 1.53425017]\n",
      " [ 1.42136663]\n",
      " [-5.19063441]\n",
      " [ 2.96485796]\n",
      " [ 1.46715694]\n",
      " [ 1.61800728]\n",
      " [-5.05563362]\n",
      " [ 0.77294307]\n",
      " [-5.05078497]\n",
      " [ 2.47111055]\n",
      " [-0.86058262]\n",
      " [ 1.04033644]\n",
      " [ 4.68818165]\n",
      " [-6.02190088]] 1.9096884847853848\n",
      "[[ 0.55544835]\n",
      " [-2.78654093]\n",
      " [ 3.4642827 ]\n",
      " [-9.07836952]\n",
      " [-0.08316671]\n",
      " [ 3.11266324]\n",
      " [ 2.06345869]\n",
      " [ 0.6698267 ]\n",
      " [ 2.71785228]\n",
      " [-2.41884463]\n",
      " [-2.64415119]\n",
      " [-0.08565923]\n",
      " [-3.6626901 ]\n",
      " [ 3.59346267]\n",
      " [ 4.77476746]\n",
      " [ 0.06658619]\n",
      " [-2.89936105]\n",
      " [-3.43806928]\n",
      " [-0.01984649]\n",
      " [ 0.9269166 ]\n",
      " [-0.09030874]\n",
      " [-1.24050753]\n",
      " [-0.97137444]\n",
      " [ 2.07401184]\n",
      " [-1.59789917]\n",
      " [ 1.71145479]\n",
      " [ 1.50265406]\n",
      " [ 0.21659895]\n",
      " [ 3.52170431]\n",
      " [ 1.27223238]\n",
      " [ 3.95852445]\n",
      " [-4.13471608]\n",
      " [-3.3175704 ]\n",
      " [-1.98237054]\n",
      " [-1.88407676]\n",
      " [ 3.90127819]\n",
      " [ 4.1437071 ]\n",
      " [-0.06133061]\n",
      " [-0.07421578]\n",
      " [-2.94785212]\n",
      " [-2.89846019]\n",
      " [ 0.48095082]\n",
      " [-0.35540551]\n",
      " [-1.00595286]\n",
      " [ 1.7137637 ]\n",
      " [ 1.55143761]\n",
      " [-2.05457967]\n",
      " [ 7.40565599]\n",
      " [ 2.05897944]\n",
      " [ 1.36589976]\n",
      " [-0.92387032]\n",
      " [-0.68605244]\n",
      " [-3.85631535]\n",
      " [ 2.83616629]\n",
      " [-0.20696427]\n",
      " [-3.49662126]\n",
      " [ 1.53577225]\n",
      " [ 1.42180994]\n",
      " [-5.1905074 ]\n",
      " [ 2.96523612]\n",
      " [ 1.46644356]\n",
      " [ 1.61876161]\n",
      " [-5.05921283]\n",
      " [ 0.77261997]\n",
      " [-5.05209794]\n",
      " [ 2.47257189]\n",
      " [-0.86086567]\n",
      " [ 1.04090275]\n",
      " [ 4.68836514]\n",
      " [-6.02506693]] 1.9093085877621727\n",
      "[[ 0.55803265]\n",
      " [-2.78654741]\n",
      " [ 3.46380064]\n",
      " [-9.07792276]\n",
      " [-0.08313129]\n",
      " [ 3.11756068]\n",
      " [ 2.06613256]\n",
      " [ 0.67099588]\n",
      " [ 2.71902611]\n",
      " [-2.41725132]\n",
      " [-2.64602192]\n",
      " [-0.08662113]\n",
      " [-3.6622665 ]\n",
      " [ 3.59311199]\n",
      " [ 4.77760478]\n",
      " [ 0.06419824]\n",
      " [-2.9016986 ]\n",
      " [-3.43777547]\n",
      " [-0.02255493]\n",
      " [ 0.92727064]\n",
      " [-0.0890838 ]\n",
      " [-1.2396144 ]\n",
      " [-0.9748269 ]\n",
      " [ 2.07303443]\n",
      " [-1.59809875]\n",
      " [ 1.71234153]\n",
      " [ 1.50299641]\n",
      " [ 0.2158616 ]\n",
      " [ 3.52177734]\n",
      " [ 1.27082995]\n",
      " [ 3.95976577]\n",
      " [-4.13590969]\n",
      " [-3.31997063]\n",
      " [-1.98160306]\n",
      " [-1.88591163]\n",
      " [ 3.90426015]\n",
      " [ 4.14485344]\n",
      " [-0.06221298]\n",
      " [-0.07446144]\n",
      " [-2.94756285]\n",
      " [-2.89962678]\n",
      " [ 0.48382359]\n",
      " [-0.35570932]\n",
      " [-1.00373904]\n",
      " [ 1.71424411]\n",
      " [ 1.5508046 ]\n",
      " [-2.05572511]\n",
      " [ 7.40700335]\n",
      " [ 2.05676131]\n",
      " [ 1.36562757]\n",
      " [-0.92349711]\n",
      " [-0.68793019]\n",
      " [-3.8575512 ]\n",
      " [ 2.83606703]\n",
      " [-0.20788268]\n",
      " [-3.49684636]\n",
      " [ 1.53727118]\n",
      " [ 1.42225433]\n",
      " [-5.19037023]\n",
      " [ 2.96560585]\n",
      " [ 1.46573636]\n",
      " [ 1.61951291]\n",
      " [-5.06276322]\n",
      " [ 0.77230496]\n",
      " [-5.05340068]\n",
      " [ 2.47402893]\n",
      " [-0.86114495]\n",
      " [ 1.04146177]\n",
      " [ 4.68855716]\n",
      " [-6.02820861]] 1.9089320423796345\n",
      "[[ 0.56060038]\n",
      " [-2.78656054]\n",
      " [ 3.46332272]\n",
      " [-9.07747735]\n",
      " [-0.0830926 ]\n",
      " [ 3.12243506]\n",
      " [ 2.06878249]\n",
      " [ 0.67215595]\n",
      " [ 2.72019889]\n",
      " [-2.41566423]\n",
      " [-2.64788954]\n",
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      " [-3.6618429 ]\n",
      " [ 3.59275656]\n",
      " [ 4.78042406]\n",
      " [ 0.06182269]\n",
      " [-2.90402512]\n",
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      " [-0.02524734]\n",
      " [ 0.92761812]\n",
      " [-0.08786126]\n",
      " [-1.23872353]\n",
      " [-0.9782649 ]\n",
      " [ 2.07206325]\n",
      " [-1.59829988]\n",
      " [ 1.71322485]\n",
      " [ 1.50333359]\n",
      " [ 0.21513311]\n",
      " [ 3.52183868]\n",
      " [ 1.26943071]\n",
      " [ 3.96099424]\n",
      " [-4.13709097]\n",
      " [-3.32235981]\n",
      " [-1.98083527]\n",
      " [-1.88773779]\n",
      " [ 3.90721864]\n",
      " [ 4.1459857 ]\n",
      " [-0.06308866]\n",
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      " [-2.94727032]\n",
      " [-2.9007799 ]\n",
      " [ 0.48668997]\n",
      " [-0.35601442]\n",
      " [-1.00153599]\n",
      " [ 1.71472072]\n",
      " [ 1.55017295]\n",
      " [-2.05686281]\n",
      " [ 7.40833291]\n",
      " [ 2.05455477]\n",
      " [ 1.36535405]\n",
      " [-0.92312415]\n",
      " [-0.68979777]\n",
      " [-3.85877645]\n",
      " [ 2.83595932]\n",
      " [-0.20879003]\n",
      " [-3.4970678 ]\n",
      " [ 1.53874723]\n",
      " [ 1.42269978]\n",
      " [-5.19022311]\n",
      " [ 2.96596723]\n",
      " [ 1.46503532]\n",
      " [ 1.6202612 ]\n",
      " [-5.06628509]\n",
      " [ 0.77199794]\n",
      " [-5.0546933 ]\n",
      " [ 2.47548164]\n",
      " [-0.86142048]\n",
      " [ 1.04201355]\n",
      " [ 4.68875759]\n",
      " [-6.03132617]] 1.9085587966121724\n",
      "[[ 0.56315163]\n",
      " [-2.78658027]\n",
      " [ 3.46284892]\n",
      " [-9.07703337]\n",
      " [-0.08305069]\n",
      " [ 3.12728655]\n",
      " [ 2.07140874]\n",
      " [ 0.673307  ]\n",
      " [ 2.72137061]\n",
      " [-2.41408338]\n",
      " [-2.64975404]\n",
      " [-0.08852045]\n",
      " [-3.66141934]\n",
      " [ 3.59239649]\n",
      " [ 4.78322546]\n",
      " [ 0.05945946]\n",
      " [-2.90634066]\n",
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      " [ 0.9279591 ]\n",
      " [-0.0866411 ]\n",
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      " [-0.9816885 ]\n",
      " [ 2.07109825]\n",
      " [-1.59850255]\n",
      " [ 1.71410479]\n",
      " [ 1.50366566]\n",
      " [ 0.21441339]\n",
      " [ 3.52188851]\n",
      " [ 1.26803468]\n",
      " [ 3.96221002]\n",
      " [-4.13826007]\n",
      " [-3.32473804]\n",
      " [-1.98006732]\n",
      " [-1.88955529]\n",
      " [ 3.91015391]\n",
      " [ 4.14710409]\n",
      " [-0.06395772]\n",
      " [-0.07494382]\n",
      " [-2.94697461]\n",
      " [-2.90191971]\n",
      " [ 0.48954994]\n",
      " [-0.35632077]\n",
      " [-0.99934364]\n",
      " [ 1.7151936 ]\n",
      " [ 1.54954267]\n",
      " [-2.05799281]\n",
      " [ 7.40964487]\n",
      " [ 2.05235974]\n",
      " [ 1.36507922]\n",
      " [-0.92275145]\n",
      " [-0.69165528]\n",
      " [-3.85999122]\n",
      " [ 2.83584325]\n",
      " [-0.20968644]\n",
      " [-3.49728561]\n",
      " [ 1.54020067]\n",
      " [ 1.42314625]\n",
      " [-5.19006626]\n",
      " [ 2.96632034]\n",
      " [ 1.46434041]\n",
      " [ 1.6210065 ]\n",
      " [-5.06977871]\n",
      " [ 0.77169882]\n",
      " [-5.05597591]\n",
      " [ 2.47692999]\n",
      " [-0.86169228]\n",
      " [ 1.04255816]\n",
      " [ 4.68896631]\n",
      " [-6.03441986]] 1.9081887994578515\n",
      "[[ 0.5656865 ]\n",
      " [-2.78660654]\n",
      " [ 3.46237925]\n",
      " [-9.07659086]\n",
      " [-0.0830056 ]\n",
      " [ 3.13211529]\n",
      " [ 2.07401157]\n",
      " [ 0.67444913]\n",
      " [ 2.72254126]\n",
      " [-2.41250876]\n",
      " [-2.65161542]\n",
      " [-0.08945799]\n",
      " [-3.66099585]\n",
      " [ 3.59203187]\n",
      " [ 4.78600917]\n",
      " [ 0.05710846]\n",
      " [-2.90864531]\n",
      " [-3.43684181]\n",
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      " [ 0.92829364]\n",
      " [-0.08542331]\n",
      " [-1.2369486 ]\n",
      " [-0.98509774]\n",
      " [ 2.07013938]\n",
      " [-1.59870677]\n",
      " [ 1.71498136]\n",
      " [ 1.50399271]\n",
      " [ 0.21370237]\n",
      " [ 3.52192703]\n",
      " [ 1.26664186]\n",
      " [ 3.96341331]\n",
      " [-4.13941718]\n",
      " [-3.3271054 ]\n",
      " [-1.97929932]\n",
      " [-1.89136418]\n",
      " [ 3.91306622]\n",
      " [ 4.1482088 ]\n",
      " [-0.06482023]\n",
      " [-0.07518058]\n",
      " [-2.94667581]\n",
      " [-2.90304635]\n",
      " [ 0.49240348]\n",
      " [-0.35662835]\n",
      " [-0.99716194]\n",
      " [ 1.71566279]\n",
      " [ 1.54891377]\n",
      " [-2.05911511]\n",
      " [ 7.41093944]\n",
      " [ 2.05017618]\n",
      " [ 1.3648031 ]\n",
      " [-0.922379  ]\n",
      " [-0.69350278]\n",
      " [-3.86119562]\n",
      " [ 2.83571895]\n",
      " [-0.21057198]\n",
      " [-3.49749983]\n",
      " [ 1.54163173]\n",
      " [ 1.4235937 ]\n",
      " [-5.1898999 ]\n",
      " [ 2.96666528]\n",
      " [ 1.46365159]\n",
      " [ 1.62174885]\n",
      " [-5.07324436]\n",
      " [ 0.7714075 ]\n",
      " [-5.05724862]\n",
      " [ 2.47837393]\n",
      " [-0.86196036]\n",
      " [ 1.04309568]\n",
      " [ 4.6891832 ]\n",
      " [-6.0374899 ]] 1.9078220009159368\n",
      "[[ 0.56820509]\n",
      " [-2.78663931]\n",
      " [ 3.46191368]\n",
      " [-9.07614989]\n",
      " [-0.08295735]\n",
      " [ 3.13692144]\n",
      " [ 2.07659124]\n",
      " [ 0.67558243]\n",
      " [ 2.72371083]\n",
      " [-2.41094036]\n",
      " [-2.65347366]\n",
      " [-0.09038755]\n",
      " [-3.66057248]\n",
      " [ 3.59166282]\n",
      " [ 4.78877535]\n",
      " [ 0.0547696 ]\n",
      " [-2.91093913]\n",
      " [-3.4365135 ]\n",
      " [-0.03322917]\n",
      " [ 0.92862181]\n",
      " [-0.08420786]\n",
      " [-1.2360646 ]\n",
      " [-0.98849269]\n",
      " [ 2.06918659]\n",
      " [-1.59891252]\n",
      " [ 1.71585458]\n",
      " [ 1.50431482]\n",
      " [ 0.21299996]\n",
      " [ 3.52195442]\n",
      " [ 1.26525225]\n",
      " [ 3.96460428]\n",
      " [-4.14056246]\n",
      " [-3.32946199]\n",
      " [-1.97853142]\n",
      " [-1.89316451]\n",
      " [ 3.9159558 ]\n",
      " [ 4.14930002]\n",
      " [-0.06567626]\n",
      " [-0.07541441]\n",
      " [-2.94637398]\n",
      " [-2.90415997]\n",
      " [ 0.49525055]\n",
      " [-0.35693713]\n",
      " [-0.99499082]\n",
      " [ 1.71612834]\n",
      " [ 1.54828626]\n",
      " [-2.06022975]\n",
      " [ 7.41221681]\n",
      " [ 2.04800402]\n",
      " [ 1.36452571]\n",
      " [-0.9220068 ]\n",
      " [-0.69534037]\n",
      " [-3.86238975]\n",
      " [ 2.83558653]\n",
      " [-0.21144674]\n",
      " [-3.49771049]\n",
      " [ 1.54304069]\n",
      " [ 1.4240421 ]\n",
      " [-5.18972424]\n",
      " [ 2.96700212]\n",
      " [ 1.46296884]\n",
      " [ 1.62248824]\n",
      " [-5.07668232]\n",
      " [ 0.77112391]\n",
      " [-5.05851154]\n",
      " [ 2.47981344]\n",
      " [-0.86222474]\n",
      " [ 1.04362617]\n",
      " [ 4.68940815]\n",
      " [-6.04053653]] 1.9074583519649806\n",
      "[[ 0.5707075 ]\n",
      " [-2.78667852]\n",
      " [ 3.46145222]\n",
      " [-9.0757105 ]\n",
      " [-0.082906  ]\n",
      " [ 3.14170516]\n",
      " [ 2.07914799]\n",
      " [ 0.67670698]\n",
      " [ 2.72487932]\n",
      " [-2.40937818]\n",
      " [-2.65532876]\n",
      " [-0.09130919]\n",
      " [-3.66014925]\n",
      " [ 3.59128943]\n",
      " [ 4.79152416]\n",
      " [ 0.05244281]\n",
      " [-2.91322219]\n",
      " [-3.43617681]\n",
      " [-0.03585829]\n",
      " [ 0.92894368]\n",
      " [-0.08299476]\n",
      " [-1.23518293]\n",
      " [-0.9918734 ]\n",
      " [ 2.06823984]\n",
      " [-1.59911979]\n",
      " [ 1.71672449]\n",
      " [ 1.50463208]\n",
      " [ 0.21230607]\n",
      " [ 3.52197085]\n",
      " [ 1.26386587]\n",
      " [ 3.96578311]\n",
      " [-4.14169608]\n",
      " [-3.33180788]\n",
      " [-1.97776373]\n",
      " [-1.89495635]\n",
      " [ 3.9188229 ]\n",
      " [ 4.15037792]\n",
      " [-0.06652586]\n",
      " [-0.07564534]\n",
      " [-2.9460692 ]\n",
      " [-2.90526072]\n",
      " [ 0.49809114]\n",
      " [-0.35724708]\n",
      " [-0.99283023]\n",
      " [ 1.71659032]\n",
      " [ 1.54766015]\n",
      " [-2.06133674]\n",
      " [ 7.41347719]\n",
      " [ 2.04584319]\n",
      " [ 1.36424705]\n",
      " [-0.92163486]\n",
      " [-0.69716813]\n",
      " [-3.86357372]\n",
      " [ 2.83544608]\n",
      " [-0.21231083]\n",
      " [-3.49791764]\n",
      " [ 1.54442779]\n",
      " [ 1.42449141]\n",
      " [-5.18953948]\n",
      " [ 2.96733095]\n",
      " [ 1.46229212]\n",
      " [ 1.62322471]\n",
      " [-5.08009287]\n",
      " [ 0.77084794]\n",
      " [-5.05976476]\n",
      " [ 2.48124848]\n",
      " [-0.86248545]\n",
      " [ 1.0441497 ]\n",
      " [ 4.68964102]\n",
      " [-6.04355999]] 1.9070978045414289\n",
      "[[ 0.5731938 ]\n",
      " [-2.78672412]\n",
      " [ 3.46099484]\n",
      " [-9.07527274]\n",
      " [-0.08285157]\n",
      " [ 3.14646658]\n",
      " [ 2.08168209]\n",
      " [ 0.67782287]\n",
      " [ 2.7260467 ]\n",
      " [-2.40782223]\n",
      " [-2.65718071]\n",
      " [-0.09222296]\n",
      " [-3.6597262 ]\n",
      " [ 3.5909118 ]\n",
      " [ 4.79425578]\n",
      " [ 0.05012799]\n",
      " [-2.91549454]\n",
      " [-3.43583183]\n",
      " [-0.0384718 ]\n",
      " [ 0.9292593 ]\n",
      " [-0.08178398]\n",
      " [-1.23430361]\n",
      " [-0.99523993]\n",
      " [ 2.06729907]\n",
      " [-1.59932858]\n",
      " [ 1.71759109]\n",
      " [ 1.50494455]\n",
      " [ 0.21162063]\n",
      " [ 3.52197652]\n",
      " [ 1.26248271]\n",
      " [ 3.96694997]\n",
      " [-4.14281819]\n",
      " [-3.33414318]\n",
      " [-1.97699637]\n",
      " [-1.89673975]\n",
      " [ 3.92166774]\n",
      " [ 4.1514427 ]\n",
      " [-0.0673691 ]\n",
      " [-0.07587338]\n",
      " [-2.94576155]\n",
      " [-2.90634873]\n",
      " [ 0.50092521]\n",
      " [-0.35755817]\n",
      " [-0.99068009]\n",
      " [ 1.71704875]\n",
      " [ 1.54703546]\n",
      " [-2.0624361 ]\n",
      " [ 7.41472078]\n",
      " [ 2.04369364]\n",
      " [ 1.36396713]\n",
      " [-0.92126316]\n",
      " [-0.69898613]\n",
      " [-3.86474764]\n",
      " [ 2.83529773]\n",
      " [-0.21316432]\n",
      " [-3.49812131]\n",
      " [ 1.54579327]\n",
      " [ 1.42494159]\n",
      " [-5.18934583]\n",
      " [ 2.96765186]\n",
      " [ 1.46162141]\n",
      " [ 1.62395827]\n",
      " [-5.08347627]\n",
      " [ 0.77057952]\n",
      " [-5.06100839]\n",
      " [ 2.48267902]\n",
      " [-0.8627425 ]\n",
      " [ 1.04466633]\n",
      " [ 4.6898817 ]\n",
      " [-6.04656051]] 1.9067403115187362\n",
      "[[ 0.57566411]\n",
      " [-2.78677607]\n",
      " [ 3.46054155]\n",
      " [-9.07483665]\n",
      " [-0.0827941 ]\n",
      " [ 3.15120588]\n",
      " [ 2.08419378]\n",
      " [ 0.67893019]\n",
      " [ 2.72721297]\n",
      " [-2.4062725 ]\n",
      " [-2.65902949]\n",
      " [-0.09312895]\n",
      " [-3.65930337]\n",
      " [ 3.59053003]\n",
      " [ 4.79697037]\n",
      " [ 0.04782507]\n",
      " [-2.91775627]\n",
      " [-3.43547866]\n",
      " [-0.04106979]\n",
      " [ 0.92956874]\n",
      " [-0.08057551]\n",
      " [-1.23342666]\n",
      " [-0.99859233]\n",
      " [ 2.06636424]\n",
      " [-1.59953888]\n",
      " [ 1.71845442]\n",
      " [ 1.50525231]\n",
      " [ 0.21094355]\n",
      " [ 3.52197159]\n",
      " [ 1.26110279]\n",
      " [ 3.96810502]\n",
      " [-4.14392896]\n",
      " [-3.33646795]\n",
      " [-1.97622946]\n",
      " [-1.89851476]\n",
      " [ 3.92449058]\n",
      " [ 4.15249453]\n",
      " [-0.06820606]\n",
      " [-0.07609856]\n",
      " [-2.94545108]\n",
      " [-2.90742416]\n",
      " [ 0.50375274]\n",
      " [-0.35787038]\n",
      " [-0.98854035]\n",
      " [ 1.71750371]\n",
      " [ 1.5464122 ]\n",
      " [-2.06352786]\n",
      " [ 7.41594776]\n",
      " [ 2.04155529]\n",
      " [ 1.36368598]\n",
      " [-0.9208917 ]\n",
      " [-0.70079445]\n",
      " [-3.86591162]\n",
      " [ 2.83514157]\n",
      " [-0.2140073 ]\n",
      " [-3.49832153]\n",
      " [ 1.54713738]\n",
      " [ 1.42539263]\n",
      " [-5.18914349]\n",
      " [ 2.96796492]\n",
      " [ 1.46095668]\n",
      " [ 1.62468895]\n",
      " [-5.08683279]\n",
      " [ 0.77031856]\n",
      " [-5.06224253]\n",
      " [ 2.48410504]\n",
      " [-0.86299591]\n",
      " [ 1.04517612]\n",
      " [ 4.69013009]\n",
      " [-6.04953831]] 1.9063858266869875\n",
      "[[ 0.57811851]\n",
      " [-2.7868343 ]\n",
      " [ 3.46009232]\n",
      " [-9.0744023 ]\n",
      " [-0.08273364]\n",
      " [ 3.15592318]\n",
      " [ 2.08668329]\n",
      " [ 0.68002903]\n",
      " [ 2.72837811]\n",
      " [-2.40472897]\n",
      " [-2.66087511]\n",
      " [-0.0940272 ]\n",
      " [-3.6588808 ]\n",
      " [ 3.59014421]\n",
      " [ 4.79966809]\n",
      " [ 0.04553395]\n",
      " [-2.92000743]\n",
      " [-3.43511739]\n",
      " [-0.04365235]\n",
      " [ 0.92987206]\n",
      " [-0.07936933]\n",
      " [-1.2325521 ]\n",
      " [-1.00193066]\n",
      " [ 2.06543531]\n",
      " [-1.59975067]\n",
      " [ 1.7193145 ]\n",
      " [ 1.50555545]\n",
      " [ 0.21027476]\n",
      " [ 3.52195623]\n",
      " [ 1.25972611]\n",
      " [ 3.96924844]\n",
      " [-4.14502855]\n",
      " [-3.33878229]\n",
      " [-1.97546311]\n",
      " [-1.90028144]\n",
      " [ 3.92729162]\n",
      " [ 4.1535336 ]\n",
      " [-0.06903678]\n",
      " [-0.0763209 ]\n",
      " [-2.94513789]\n",
      " [-2.90848714]\n",
      " [ 0.5065737 ]\n",
      " [-0.35818369]\n",
      " [-0.98641095]\n",
      " [ 1.71795522]\n",
      " [ 1.54579037]\n",
      " [-2.06461203]\n",
      " [ 7.41715834]\n",
      " [ 2.03942809]\n",
      " [ 1.36340361]\n",
      " [-0.92052049]\n",
      " [-0.70259317]\n",
      " [-3.86706575]\n",
      " [ 2.83497771]\n",
      " [-0.21483987]\n",
      " [-3.49851834]\n",
      " [ 1.54846037]\n",
      " [ 1.42584447]\n",
      " [-5.18893266]\n",
      " [ 2.96827021]\n",
      " [ 1.4602979 ]\n",
      " [ 1.62541675]\n",
      " [-5.09016269]\n",
      " [ 0.77006496]\n",
      " [-5.06346729]\n",
      " [ 2.4855265 ]\n",
      " [-0.86324571]\n",
      " [ 1.04567914]\n",
      " [ 4.69038605]\n",
      " [-6.05249361]] 1.9060343047329957\n",
      "[[ 0.5805571 ]\n",
      " [-2.78689876]\n",
      " [ 3.45964715]\n",
      " [-9.0739697 ]\n",
      " [-0.08267021]\n",
      " [ 3.16061864]\n",
      " [ 2.08915088]\n",
      " [ 0.68111946]\n",
      " [ 2.72954213]\n",
      " [-2.40319166]\n",
      " [-2.66271754]\n",
      " [-0.09491778]\n",
      " [-3.6584585 ]\n",
      " [ 3.58975443]\n",
      " [ 4.8023491 ]\n",
      " [ 0.04325456]\n",
      " [-2.9222481 ]\n",
      " [-3.4347481 ]\n",
      " [-0.04621957]\n",
      " [ 0.93016933]\n",
      " [-0.07816545]\n",
      " [-1.23167994]\n",
      " [-1.00525497]\n",
      " [ 2.06451222]\n",
      " [-1.59996395]\n",
      " [ 1.72017134]\n",
      " [ 1.50585403]\n",
      " [ 0.20961417]\n",
      " [ 3.52193062]\n",
      " [ 1.25835266]\n",
      " [ 3.97038039]\n",
      " [-4.14611711]\n",
      " [-3.34108628]\n",
      " [-1.97469744]\n",
      " [-1.90203983]\n",
      " [ 3.93007111]\n",
      " [ 4.15456007]\n",
      " [-0.06986134]\n",
      " [-0.0765404 ]\n",
      " [-2.94482203]\n",
      " [-2.90953781]\n",
      " [ 0.50938808]\n",
      " [-0.35849806]\n",
      " [-0.98429183]\n",
      " [ 1.71840335]\n",
      " [ 1.54516998]\n",
      " [-2.06568864]\n",
      " [ 7.4183527 ]\n",
      " [ 2.03731197]\n",
      " [ 1.36312003]\n",
      " [-0.92014952]\n",
      " [-0.70438238]\n",
      " [-3.86821015]\n",
      " [ 2.83480626]\n",
      " [-0.21566211]\n",
      " [-3.49871178]\n",
      " [ 1.54976246]\n",
      " [ 1.42629709]\n",
      " [-5.18871352]\n",
      " [ 2.96856783]\n",
      " [ 1.45964503]\n",
      " [ 1.6261417 ]\n",
      " [-5.09346624]\n",
      " [ 0.76981865]\n",
      " [-5.06468275]\n",
      " [ 2.48694337]\n",
      " [-0.8634919 ]\n",
      " [ 1.04617546]\n",
      " [ 4.69064948]\n",
      " [-6.05542664]] 1.9056857012208759\n",
      "[[ 0.58297997]\n",
      " [-2.78696941]\n",
      " [ 3.45920603]\n",
      " [-9.07353892]\n",
      " [-0.08260385]\n",
      " [ 3.1652924 ]\n",
      " [ 2.09159678]\n",
      " [ 0.68220157]\n",
      " [ 2.730705  ]\n",
      " [-2.40166055]\n",
      " [-2.66455679]\n",
      " [-0.09580076]\n",
      " [-3.65803651]\n",
      " [ 3.5893608 ]\n",
      " [ 4.80501355]\n",
      " [ 0.04098682]\n",
      " [-2.92447833]\n",
      " [-3.43437089]\n",
      " [-0.04877153]\n",
      " [ 0.9304606 ]\n",
      " [-0.07696383]\n",
      " [-1.23081021]\n",
      " [-1.00856532]\n",
      " [ 2.06359493]\n",
      " [-1.60017871]\n",
      " [ 1.72102498]\n",
      " [ 1.50614812]\n",
      " [ 0.2089617 ]\n",
      " [ 3.52189492]\n",
      " [ 1.25698247]\n",
      " [ 3.97150103]\n",
      " [-4.14719479]\n",
      " [-3.34338   ]\n",
      " [-1.97393255]\n",
      " [-1.90379001]\n",
      " [ 3.93282927]\n",
      " [ 4.15557411]\n",
      " [-0.0706798 ]\n",
      " [-0.0767571 ]\n",
      " [-2.94450357]\n",
      " [-2.9105763 ]\n",
      " [ 0.51219585]\n",
      " [-0.35881348]\n",
      " [-0.98218291]\n",
      " [ 1.71884812]\n",
      " [ 1.54455104]\n",
      " [-2.06675772]\n",
      " [ 7.41953103]\n",
      " [ 2.03520688]\n",
      " [ 1.36283524]\n",
      " [-0.91977878]\n",
      " [-0.70616214]\n",
      " [-3.86934491]\n",
      " [ 2.83462731]\n",
      " [-0.21647411]\n",
      " [-3.49890188]\n",
      " [ 1.55104391]\n",
      " [ 1.42675047]\n",
      " [-5.18848627]\n",
      " [ 2.96885784]\n",
      " [ 1.45899804]\n",
      " [ 1.62686382]\n",
      " [-5.09674369]\n",
      " [ 0.76957954]\n",
      " [-5.06588902]\n",
      " [ 2.48835563]\n",
      " [-0.86373452]\n",
      " [ 1.04666514]\n",
      " [ 4.69092027]\n",
      " [-6.05833761]] 1.9053399725730786\n",
      "[[ 0.58538722]\n",
      " [-2.78704619]\n",
      " [ 3.45876895]\n",
      " [-9.07310998]\n",
      " [-0.08253459]\n",
      " [ 3.1699446 ]\n",
      " [ 2.09402123]\n",
      " [ 0.68327545]\n",
      " [ 2.73186671]\n",
      " [-2.40013563]\n",
      " [-2.66639284]\n",
      " [-0.09667619]\n",
      " [-3.65761487]\n",
      " [ 3.58896339]\n",
      " [ 4.80766159]\n",
      " [ 0.03873064]\n",
      " [-2.92669819]\n",
      " [-3.43398585]\n",
      " [-0.05130832]\n",
      " [ 0.93074595]\n",
      " [-0.07576449]\n",
      " [-1.22994291]\n",
      " [-1.01186178]\n",
      " [ 2.0626834 ]\n",
      " [-1.60039494]\n",
      " [ 1.72187542]\n",
      " [ 1.5064378 ]\n",
      " [ 0.20831728]\n",
      " [ 3.52184929]\n",
      " [ 1.25561552]\n",
      " [ 3.97261053]\n",
      " [-4.14826176]\n",
      " [-3.34566353]\n",
      " [-1.97316855]\n",
      " [-1.90553201]\n",
      " [ 3.93556632]\n",
      " [ 4.15657591]\n",
      " [-0.07149222]\n",
      " [-0.07697101]\n",
      " [-2.94418258]\n",
      " [-2.91160275]\n",
      " [ 0.514997  ]\n",
      " [-0.3591299 ]\n",
      " [-0.98008415]\n",
      " [ 1.7192896 ]\n",
      " [ 1.54393356]\n",
      " [-2.06781928]\n",
      " [ 7.42069352]\n",
      " [ 2.03311274]\n",
      " [ 1.36254927]\n",
      " [-0.91940828]\n",
      " [-0.70793253]\n",
      " [-3.87047012]\n",
      " [ 2.83444097]\n",
      " [-0.21727595]\n",
      " [-3.49908867]\n",
      " [ 1.55230494]\n",
      " [ 1.42720456]\n",
      " [-5.1882511 ]\n",
      " [ 2.96914032]\n",
      " [ 1.4583569 ]\n",
      " [ 1.62758312]\n",
      " [-5.0999953 ]\n",
      " [ 0.76934755]\n",
      " [-5.0670862 ]\n",
      " [ 2.48976325]\n",
      " [-0.86397358]\n",
      " [ 1.04714823]\n",
      " [ 4.6911983 ]\n",
      " [-6.06122674]] 1.9049970760518677\n",
      "[[ 0.58777893]\n",
      " [-2.78712905]\n",
      " [ 3.45833588]\n",
      " [-9.07268291]\n",
      " [-0.08246247]\n",
      " [ 3.1745754 ]\n",
      " [ 2.09642445]\n",
      " [ 0.68434117]\n",
      " [ 2.73302726]\n",
      " [-2.39861691]\n",
      " [-2.66822568]\n",
      " [-0.09754414]\n",
      " [-3.6571936 ]\n",
      " [ 3.5885623 ]\n",
      " [ 4.81029339]\n",
      " [ 0.03648595]\n",
      " [-2.92890775]\n",
      " [-3.43359307]\n",
      " [-0.05383001]\n",
      " [ 0.93102541]\n",
      " [-0.07456739]\n",
      " [-1.22907807]\n",
      " [-1.0151444 ]\n",
      " [ 2.06177758]\n",
      " [-1.60061263]\n",
      " [ 1.72272269]\n",
      " [ 1.50672314]\n",
      " [ 0.20768084]\n",
      " [ 3.52179391]\n",
      " [ 1.25425183]\n",
      " [ 3.97370903]\n",
      " [-4.14931815]\n",
      " [-3.34793694]\n",
      " [-1.97240553]\n",
      " [-1.90726589]\n",
      " [ 3.93828248]\n",
      " [ 4.15756561]\n",
      " [-0.07229866]\n",
      " [-0.07718214]\n",
      " [-2.94385912]\n",
      " [-2.91261728]\n",
      " [ 0.51779149]\n",
      " [-0.35944732]\n",
      " [-0.97799547]\n",
      " [ 1.71972782]\n",
      " [ 1.54331755]\n",
      " [-2.06887336]\n",
      " [ 7.42184034]\n",
      " [ 2.03102949]\n",
      " [ 1.36226213]\n",
      " [-0.91903801]\n",
      " [-0.70969363]\n",
      " [-3.8715859 ]\n",
      " [ 2.83424733]\n",
      " [-0.21806773]\n",
      " [-3.49927219]\n",
      " [ 1.55354577]\n",
      " [ 1.42765933]\n",
      " [-5.18800818]\n",
      " [ 2.96941535]\n",
      " [ 1.45772158]\n",
      " [ 1.62829962]\n",
      " [-5.10322132]\n",
      " [ 0.76912259]\n",
      " [-5.06827437]\n",
      " [ 2.4911662 ]\n",
      " [-0.8642091 ]\n",
      " [ 1.0476248 ]\n",
      " [ 4.69148345]\n",
      " [-6.06409424]] 1.9046569697412392\n",
      "[[ 0.59015521]\n",
      " [-2.78721794]\n",
      " [ 3.45790684]\n",
      " [-9.07225776]\n",
      " [-0.08238753]\n",
      " [ 3.17918491]\n",
      " [ 2.09880668]\n",
      " [ 0.68539881]\n",
      " [ 2.73418662]\n",
      " [-2.39710436]\n",
      " [-2.67005531]\n",
      " [-0.09840467]\n",
      " [-3.65677274]\n",
      " [ 3.58815761]\n",
      " [ 4.81290909]\n",
      " [ 0.03425266]\n",
      " [-2.93110706]\n",
      " [-3.43319263]\n",
      " [-0.05633671]\n",
      " [ 0.93129907]\n",
      " [-0.07337253]\n",
      " [-1.2282157 ]\n",
      " [-1.01841324]\n",
      " [ 2.06087743]\n",
      " [-1.60083177]\n",
      " [ 1.72356681]\n",
      " [ 1.5070042 ]\n",
      " [ 0.20705228]\n",
      " [ 3.52172893]\n",
      " [ 1.2528914 ]\n",
      " [ 3.97479669]\n",
      " [-4.15036411]\n",
      " [-3.35020033]\n",
      " [-1.97164361]\n",
      " [-1.90899171]\n",
      " [ 3.94097797]\n",
      " [ 4.1585434 ]\n",
      " [-0.07309918]\n",
      " [-0.07739051]\n",
      " [-2.94353327]\n",
      " [-2.91362004]\n",
      " [ 0.52057931]\n",
      " [-0.3597657 ]\n",
      " [-0.97591683]\n",
      " [ 1.72016283]\n",
      " [ 1.54270301]\n",
      " [-2.06991996]\n",
      " [ 7.42297167]\n",
      " [ 2.02895707]\n",
      " [ 1.36197383]\n",
      " [-0.91866796]\n",
      " [-0.71144552]\n",
      " [-3.87269233]\n",
      " [ 2.83404651]\n",
      " [-0.21884952]\n",
      " [-3.49945247]\n",
      " [ 1.55476665]\n",
      " [ 1.42811477]\n",
      " [-5.1877577 ]\n",
      " [ 2.96968301]\n",
      " [ 1.45709204]\n",
      " [ 1.62901334]\n",
      " [-5.10642199]\n",
      " [ 0.76890459]\n",
      " [-5.06945363]\n",
      " [ 2.49256445]\n",
      " [-0.86444111]\n",
      " [ 1.04809492]\n",
      " [ 4.69177563]\n",
      " [-6.06694032]] 1.9043196125292583\n",
      "[[ 0.59251614]\n",
      " [-2.78731281]\n",
      " [ 3.45748179]\n",
      " [-9.07183456]\n",
      " [-0.08230979]\n",
      " [ 3.1837733 ]\n",
      " [ 2.10116814]\n",
      " [ 0.68644845]\n",
      " [ 2.7353448 ]\n",
      " [-2.39559799]\n",
      " [-2.67188172]\n",
      " [-0.09925784]\n",
      " [-3.6563523 ]\n",
      " [ 3.58774941]\n",
      " [ 4.81550884]\n",
      " [ 0.03203069]\n",
      " [-2.93329621]\n",
      " [-3.43278463]\n",
      " [-0.05882848]\n",
      " [ 0.93156698]\n",
      " [-0.0721799 ]\n",
      " [-1.22735582]\n",
      " [-1.02166835]\n",
      " [ 2.0599829 ]\n",
      " [-1.60105233]\n",
      " [ 1.7244078 ]\n",
      " [ 1.50728106]\n",
      " [ 0.20643154]\n",
      " [ 3.52165451]\n",
      " [ 1.25153423]\n",
      " [ 3.97587368]\n",
      " [-4.15139979]\n",
      " [-3.35245375]\n",
      " [-1.97088287]\n",
      " [-1.91070952]\n",
      " [ 3.94365299]\n",
      " [ 4.15950942]\n",
      " [-0.07389385]\n",
      " [-0.07759614]\n",
      " [-2.94320508]\n",
      " [-2.91461114]\n",
      " [ 0.52336044]\n",
      " [-0.36008503]\n",
      " [-0.97384815]\n",
      " [ 1.72059467]\n",
      " [ 1.54208995]\n",
      " [-2.07095912]\n",
      " [ 7.4240877 ]\n",
      " [ 2.02689542]\n",
      " [ 1.36168438]\n",
      " [-0.91829814]\n",
      " [-0.71318826]\n",
      " [-3.87378952]\n",
      " [ 2.83383858]\n",
      " [-0.21962142]\n",
      " [-3.49962955]\n",
      " [ 1.55596779]\n",
      " [ 1.42857083]\n",
      " [-5.18749983]\n",
      " [ 2.96994337]\n",
      " [ 1.45646826]\n",
      " [ 1.62972429]\n",
      " [-5.10959757]\n",
      " [ 0.76869345]\n",
      " [-5.07062408]\n",
      " [ 2.49395798]\n",
      " [-0.86466962]\n",
      " [ 1.04855864]\n",
      " [ 4.69207472]\n",
      " [-6.06976519]] 1.9039849640908169\n",
      "[[ 0.59486182]\n",
      " [-2.7874136 ]\n",
      " [ 3.45706073]\n",
      " [-9.07141334]\n",
      " [-0.08222929]\n",
      " [ 3.18834068]\n",
      " [ 2.10350907]\n",
      " [ 0.68749018]\n",
      " [ 2.73650177]\n",
      " [-2.39409779]\n",
      " [-2.6737049 ]\n",
      " [-0.10010371]\n",
      " [-3.65593233]\n",
      " [ 3.58733778]\n",
      " [ 4.81809278]\n",
      " [ 0.02981996]\n",
      " [-2.93547523]\n",
      " [-3.43236914]\n",
      " [-0.06130542]\n",
      " [ 0.93182919]\n",
      " [-0.07098949]\n",
      " [-1.22649843]\n",
      " [-1.0249098 ]\n",
      " [ 2.05909395]\n",
      " [-1.60127433]\n",
      " [ 1.72524567]\n",
      " [ 1.50755378]\n",
      " [ 0.20581854]\n",
      " [ 3.5215708 ]\n",
      " [ 1.25018033]\n",
      " [ 3.97694012]\n",
      " [-4.15242534]\n",
      " [-3.3546973 ]\n",
      " [-1.97012342]\n",
      " [-1.91241937]\n",
      " [ 3.94630776]\n",
      " [ 4.16046385]\n",
      " [-0.07468273]\n",
      " [-0.07779905]\n",
      " [-2.94287461]\n",
      " [-2.91559071]\n",
      " [ 0.52613486]\n",
      " [-0.36040527]\n",
      " [-0.97178938]\n",
      " [ 1.72102337]\n",
      " [ 1.54147838]\n",
      " [-2.07199086]\n",
      " [ 7.4251886 ]\n",
      " [ 2.02484448]\n",
      " [ 1.36139379]\n",
      " [-0.91792854]\n",
      " [-0.71492193]\n",
      " [-3.87487756]\n",
      " [ 2.83362366]\n",
      " [-0.22038351]\n",
      " [-3.49980345]\n",
      " [ 1.55714942]\n",
      " [ 1.42902749]\n",
      " [-5.18723474]\n",
      " [ 2.97019652]\n",
      " [ 1.4558502 ]\n",
      " [ 1.6304325 ]\n",
      " [-5.11274829]\n",
      " [ 0.76848911]\n",
      " [-5.0717858 ]\n",
      " [ 2.49534677]\n",
      " [-0.86489465]\n",
      " [ 1.04901601]\n",
      " [ 4.6923806 ]\n",
      " [-6.07256905]] 1.9036529848707888\n",
      "[[ 0.59719234]\n",
      " [-2.78752027]\n",
      " [ 3.45664364]\n",
      " [-9.07099412]\n",
      " [-0.08214606]\n",
      " [ 3.19288721]\n",
      " [ 2.10582967]\n",
      " [ 0.68852406]\n",
      " [ 2.73765753]\n",
      " [-2.39260374]\n",
      " [-2.67552484]\n",
      " [-0.10094234]\n",
      " [-3.65551284]\n",
      " [ 3.58692281]\n",
      " [ 4.82066106]\n",
      " [ 0.0276204 ]\n",
      " [-2.93764421]\n",
      " [-3.43194626]\n",
      " [-0.06376761]\n",
      " [ 0.93208577]\n",
      " [-0.06980129]\n",
      " [-1.22564355]\n",
      " [-1.02813765]\n",
      " [ 2.05821053]\n",
      " [-1.60149774]\n",
      " [ 1.72608045]\n",
      " [ 1.50782242]\n",
      " [ 0.20521321]\n",
      " [ 3.52147795]\n",
      " [ 1.2488297 ]\n",
      " [ 3.97799618]\n",
      " [-4.15344088]\n",
      " [-3.35693104]\n",
      " [-1.96936534]\n",
      " [-1.91412131]\n",
      " [ 3.94894249]\n",
      " [ 4.16140683]\n",
      " [-0.07546587]\n",
      " [-0.07799925]\n",
      " [-2.94254193]\n",
      " [-2.91655889]\n",
      " [ 0.52890255]\n",
      " [-0.3607264 ]\n",
      " [-0.96974045]\n",
      " [ 1.72144899]\n",
      " [ 1.54086829]\n",
      " [-2.07301521]\n",
      " [ 7.42627454]\n",
      " [ 2.02280417]\n",
      " [ 1.36110208]\n",
      " [-0.91755916]\n",
      " [-0.71664661]\n",
      " [-3.87595653]\n",
      " [ 2.83340184]\n",
      " [-0.22113587]\n",
      " [-3.4999742 ]\n",
      " [ 1.55831176]\n",
      " [ 1.42948472]\n",
      " [-5.18696261]\n",
      " [ 2.97044251]\n",
      " [ 1.45523782]\n",
      " [ 1.63113797]\n",
      " [-5.11587441]\n",
      " [ 0.76829148]\n",
      " [-5.07293889]\n",
      " [ 2.49673079]\n",
      " [-0.86511623]\n",
      " [ 1.04946711]\n",
      " [ 4.69269319]\n",
      " [-6.07535211]] 1.903323636067579\n",
      "[[ 0.59950779]\n",
      " [-2.78763276]\n",
      " [ 3.45623052]\n",
      " [-9.07057693]\n",
      " [-0.08206013]\n",
      " [ 3.197413  ]\n",
      " [ 2.10813016]\n",
      " [ 0.68955017]\n",
      " [ 2.73881206]\n",
      " [-2.39111584]\n",
      " [-2.67734153]\n",
      " [-0.10177379]\n",
      " [-3.65509386]\n",
      " [ 3.58650459]\n",
      " [ 4.82321382]\n",
      " [ 0.02543193]\n",
      " [-2.9398032 ]\n",
      " [-3.43151606]\n",
      " [-0.06621514]\n",
      " [ 0.93233678]\n",
      " [-0.0686153 ]\n",
      " [-1.2247912 ]\n",
      " [-1.03135196]\n",
      " [ 2.05733262]\n",
      " [-1.60172254]\n",
      " [ 1.72691215]\n",
      " [ 1.50808706]\n",
      " [ 0.20461547]\n",
      " [ 3.52137612]\n",
      " [ 1.24748235]\n",
      " [ 3.979042  ]\n",
      " [-4.15444657]\n",
      " [-3.35915505]\n",
      " [-1.96860872]\n",
      " [-1.9158154 ]\n",
      " [ 3.95155739]\n",
      " [ 4.16233852]\n",
      " [-0.07624333]\n",
      " [-0.07819676]\n",
      " [-2.94220709]\n",
      " [-2.91751578]\n",
      " [ 0.53166349]\n",
      " [-0.36104841]\n",
      " [-0.9677013 ]\n",
      " [ 1.72187155]\n",
      " [ 1.5402597 ]\n",
      " [-2.07403218]\n",
      " [ 7.42734569]\n",
      " [ 2.02077444]\n",
      " [ 1.36080925]\n",
      " [-0.91718999]\n",
      " [-0.71836236]\n",
      " [-3.87702655]\n",
      " [ 2.8331732 ]\n",
      " [-0.22187859]\n",
      " [-3.50014185]\n",
      " [ 1.55945502]\n",
      " [ 1.4299425 ]\n",
      " [-5.18668361]\n",
      " [ 2.97068143]\n",
      " [ 1.4546311 ]\n",
      " [ 1.63184073]\n",
      " [-5.11897614]\n",
      " [ 0.76810049]\n",
      " [-5.07408343]\n",
      " [ 2.49811001]\n",
      " [-0.86533438]\n",
      " [ 1.04991199]\n",
      " [ 4.69301236]\n",
      " [-6.07811456]] 1.9029968796170587\n",
      "[[ 0.60180826]\n",
      " [-2.78775102]\n",
      " [ 3.45582135]\n",
      " [-9.07016181]\n",
      " [-0.08197154]\n",
      " [ 3.20191821]\n",
      " [ 2.11041078]\n",
      " [ 0.6905686 ]\n",
      " [ 2.73996535]\n",
      " [-2.38963407]\n",
      " [-2.67915497]\n",
      " [-0.10259812]\n",
      " [-3.65467543]\n",
      " [ 3.58608317]\n",
      " [ 4.82575121]\n",
      " [ 0.02325446]\n",
      " [-2.94195226]\n",
      " [-3.43107864]\n",
      " [-0.06864808]\n",
      " [ 0.93258227]\n",
      " [-0.06743149]\n",
      " [-1.22394138]\n",
      " [-1.03455278]\n",
      " [ 2.05646015]\n",
      " [-1.60194874]\n",
      " [ 1.7277408 ]\n",
      " [ 1.50834776]\n",
      " [ 0.20402524]\n",
      " [ 3.52126545]\n",
      " [ 1.24613827]\n",
      " [ 3.98007773]\n",
      " [-4.15544254]\n",
      " [-3.3613694 ]\n",
      " [-1.96785365]\n",
      " [-1.91750168]\n",
      " [ 3.95415265]\n",
      " [ 4.16325907]\n",
      " [-0.07701518]\n",
      " [-0.07839159]\n",
      " [-2.94187016]\n",
      " [-2.91846152]\n",
      " [ 0.53441768]\n",
      " [-0.36137126]\n",
      " [-0.96567188]\n",
      " [ 1.7222911 ]\n",
      " [ 1.53965261]\n",
      " [-2.07504181]\n",
      " [ 7.42840222]\n",
      " [ 2.01875522]\n",
      " [ 1.36051532]\n",
      " [-0.91682103]\n",
      " [-0.72006926]\n",
      " [-3.87808768]\n",
      " [ 2.83293786]\n",
      " [-0.22261175]\n",
      " [-3.50030641]\n",
      " [ 1.56057942]\n",
      " [ 1.43040079]\n",
      " [-5.18639789]\n",
      " [ 2.97091334]\n",
      " [ 1.45402999]\n",
      " [ 1.63254079]\n",
      " [-5.12205374]\n",
      " [ 0.76791605]\n",
      " [-5.07521951]\n",
      " [ 2.49948442]\n",
      " [-0.86554911]\n",
      " [ 1.0503507 ]\n",
      " [ 4.69333801]\n",
      " [-6.0808566 ]] 1.9026726781768672\n",
      "[[ 0.60409385]\n",
      " [-2.78787501]\n",
      " [ 3.45541612]\n",
      " [-9.06974876]\n",
      " [-0.08188031]\n",
      " [ 3.20640295]\n",
      " [ 2.11267171]\n",
      " [ 0.69157941]\n",
      " [ 2.74111739]\n",
      " [-2.38815843]\n",
      " [-2.68096515]\n",
      " [-0.10341538]\n",
      " [-3.65425755]\n",
      " [ 3.58565866]\n",
      " [ 4.82827336]\n",
      " [ 0.02108793]\n",
      " [-2.94409145]\n",
      " [-3.43063408]\n",
      " [-0.07106652]\n",
      " [ 0.9328223 ]\n",
      " [-0.06624986]\n",
      " [-1.22309412]\n",
      " [-1.03774018]\n",
      " [ 2.0555931 ]\n",
      " [-1.60217631]\n",
      " [ 1.7285664 ]\n",
      " [ 1.50860457]\n",
      " [ 0.20344247]\n",
      " [ 3.5211461 ]\n",
      " [ 1.24479747]\n",
      " [ 3.9811035 ]\n",
      " [-4.15642892]\n",
      " [-3.36357416]\n",
      " [-1.96710022]\n",
      " [-1.91918022]\n",
      " [ 3.95672848]\n",
      " [ 4.16416864]\n",
      " [-0.07778147]\n",
      " [-0.07858376]\n",
      " [-2.94153119]\n",
      " [-2.91939622]\n",
      " [ 0.53716509]\n",
      " [-0.36169494]\n",
      " [-0.96365212]\n",
      " [ 1.72270769]\n",
      " [ 1.53904702]\n",
      " [-2.07604412]\n",
      " [ 7.4294443 ]\n",
      " [ 2.01674646]\n",
      " [ 1.36022031]\n",
      " [-0.91645228]\n",
      " [-0.72176737]\n",
      " [-3.87914004]\n",
      " [ 2.83269589]\n",
      " [-0.22333543]\n",
      " [-3.50046793]\n",
      " [ 1.56168517]\n",
      " [ 1.43085957]\n",
      " [-5.18610562]\n",
      " [ 2.97113833]\n",
      " [ 1.45343447]\n",
      " [ 1.63323816]\n",
      " [-5.12510743]\n",
      " [ 0.76773809]\n",
      " [-5.07634722]\n",
      " [ 2.50085399]\n",
      " [-0.86576046]\n",
      " [ 1.05078331]\n",
      " [ 4.69367005]\n",
      " [-6.08357843]] 1.9023509951110826\n",
      "[[ 0.60636464]\n",
      " [-2.78800466]\n",
      " [ 3.45501482]\n",
      " [-9.06933782]\n",
      " [-0.08178648]\n",
      " [ 3.21086737]\n",
      " [ 2.11491319]\n",
      " [ 0.69258268]\n",
      " [ 2.74226817]\n",
      " [-2.38668891]\n",
      " [-2.68277205]\n",
      " [-0.10422564]\n",
      " [-3.65384027]\n",
      " [ 3.58523112]\n",
      " [ 4.8307804 ]\n",
      " [ 0.01893226]\n",
      " [-2.94622084]\n",
      " [-3.43018245]\n",
      " [-0.07347054]\n",
      " [ 0.93305694]\n",
      " [-0.06507041]\n",
      " [-1.22224941]\n",
      " [-1.04091421]\n",
      " [ 2.05473142]\n",
      " [-1.60240525]\n",
      " [ 1.72938898]\n",
      " [ 1.50885757]\n",
      " [ 0.20286706]\n",
      " [ 3.5210182 ]\n",
      " [ 1.24345995]\n",
      " [ 3.98211945]\n",
      " [-4.15740584]\n",
      " [-3.36576941]\n",
      " [-1.9663485 ]\n",
      " [-1.92085105]\n",
      " [ 3.95928508]\n",
      " [ 4.16506737]\n",
      " [-0.07854226]\n",
      " [-0.07877328]\n",
      " [-2.94119024]\n",
      " [-2.92032   ]\n",
      " [ 0.5399057 ]\n",
      " [-0.36201942]\n",
      " [-0.96164196]\n",
      " [ 1.72312133]\n",
      " [ 1.53844294]\n",
      " [-2.07703913]\n",
      " [ 7.4304721 ]\n",
      " [ 2.01474808]\n",
      " [ 1.35992421]\n",
      " [-0.91608373]\n",
      " [-0.72345678]\n",
      " [-3.8801837 ]\n",
      " [ 2.83244739]\n",
      " [-0.22404972]\n",
      " [-3.50062642]\n",
      " [ 1.56277248]\n",
      " [ 1.43131881]\n",
      " [-5.18580696]\n",
      " [ 2.97135646]\n",
      " [ 1.4528445 ]\n",
      " [ 1.63393287]\n",
      " [-5.12813743]\n",
      " [ 0.76756653]\n",
      " [-5.07746664]\n",
      " [ 2.50221871]\n",
      " [-0.86596843]\n",
      " [ 1.05120986]\n",
      " [ 4.69400836]\n",
      " [-6.08628023]] 1.9020317944752438\n",
      "[[ 0.60862072]\n",
      " [-2.78813993]\n",
      " [ 3.45461742]\n",
      " [-9.06892901]\n",
      " [-0.08169007]\n",
      " [ 3.21531158]\n",
      " [ 2.11713541]\n",
      " [ 0.69357847]\n",
      " [ 2.74341767]\n",
      " [-2.38522548]\n",
      " [-2.68457568]\n",
      " [-0.10502895]\n",
      " [-3.65342359]\n",
      " [ 3.58480063]\n",
      " [ 4.83327248]\n",
      " [ 0.01678737]\n",
      " [-2.94834049]\n",
      " [-3.42972384]\n",
      " [-0.07586023]\n",
      " [ 0.93328623]\n",
      " [-0.06389312]\n",
      " [-1.22140727]\n",
      " [-1.04407495]\n",
      " [ 2.05387506]\n",
      " [-1.60263554]\n",
      " [ 1.73020856]\n",
      " [ 1.5091068 ]\n",
      " [ 0.20229895]\n",
      " [ 3.52088189]\n",
      " [ 1.24212571]\n",
      " [ 3.98312571]\n",
      " [-4.15837345]\n",
      " [-3.36795522]\n",
      " [-1.96559858]\n",
      " [-1.92251423]\n",
      " [ 3.96182264]\n",
      " [ 4.1659554 ]\n",
      " [-0.07929761]\n",
      " [-0.07896017]\n",
      " [-2.94084737]\n",
      " [-2.92123298]\n",
      " [ 0.5426395 ]\n",
      " [-0.36234467]\n",
      " [-0.95964134]\n",
      " [ 1.72353208]\n",
      " [ 1.53784036]\n",
      " [-2.07802687]\n",
      " [ 7.43148576]\n",
      " [ 2.01276002]\n",
      " [ 1.35962704]\n",
      " [-0.91571539]\n",
      " [-0.72513754]\n",
      " [-3.88121876]\n",
      " [ 2.83219245]\n",
      " [-0.2247547 ]\n",
      " [-3.50078193]\n",
      " [ 1.56384157]\n",
      " [ 1.43177849]\n",
      " [-5.18550206]\n",
      " [ 2.97156779]\n",
      " [ 1.45226005]\n",
      " [ 1.63462493]\n",
      " [-5.13114399]\n",
      " [ 0.76740131]\n",
      " [-5.07857786]\n",
      " [ 2.50357854]\n",
      " [-0.86617306]\n",
      " [ 1.05163042]\n",
      " [ 4.69435284]\n",
      " [-6.08896221]] 1.9017150410017183\n",
      "[[ 0.61086219]\n",
      " [-2.78828078]\n",
      " [ 3.45422392]\n",
      " [-9.06852233]\n",
      " [-0.08159112]\n",
      " [ 3.21973572]\n",
      " [ 2.11933858]\n",
      " [ 0.69456687]\n",
      " [ 2.74456589]\n",
      " [-2.38376816]\n",
      " [-2.68637603]\n",
      " [-0.10582536]\n",
      " [-3.65300755]\n",
      " [ 3.58436727]\n",
      " [ 4.83574972]\n",
      " [ 0.01465318]\n",
      " [-2.95045046]\n",
      " [-3.42925833]\n",
      " [-0.07823566]\n",
      " [ 0.93351023]\n",
      " [-0.06271799]\n",
      " [-1.22056772]\n",
      " [-1.04722244]\n",
      " [ 2.053024  ]\n",
      " [-1.60286716]\n",
      " [ 1.73102515]\n",
      " [ 1.50935234]\n",
      " [ 0.20173808]\n",
      " [ 3.52073732]\n",
      " [ 1.24079477]\n",
      " [ 3.98412244]\n",
      " [-4.15933186]\n",
      " [-3.37013165]\n",
      " [-1.96485054]\n",
      " [-1.92416981]\n",
      " [ 3.96434135]\n",
      " [ 4.16683289]\n",
      " [-0.08004757]\n",
      " [-0.07914444]\n",
      " [-2.94050263]\n",
      " [-2.92213527]\n",
      " [ 0.54536648]\n",
      " [-0.36267069]\n",
      " [-0.9576502 ]\n",
      " [ 1.72393996]\n",
      " [ 1.5372393 ]\n",
      " [-2.07900736]\n",
      " [ 7.43248546]\n",
      " [ 2.01078223]\n",
      " [ 1.35932881]\n",
      " [-0.91534723]\n",
      " [-0.72680973]\n",
      " [-3.8822453 ]\n",
      " [ 2.83193116]\n",
      " [-0.22545044]\n",
      " [-3.50093448]\n",
      " [ 1.56489263]\n",
      " [ 1.43223857]\n",
      " [-5.18519107]\n",
      " [ 2.97177241]\n",
      " [ 1.45168108]\n",
      " [ 1.63531435]\n",
      " [-5.13412732]\n",
      " [ 0.76724234]\n",
      " [-5.07968096]\n",
      " [ 2.50493348]\n",
      " [-0.86637436]\n",
      " [ 1.05204505]\n",
      " [ 4.6947034 ]\n",
      " [-6.09162454]] 1.9014007000854067\n",
      "[[ 0.61308914]\n",
      " [-2.78842714]\n",
      " [ 3.45383431]\n",
      " [-9.06811783]\n",
      " [-0.08148965]\n",
      " [ 3.22413992]\n",
      " [ 2.1215229 ]\n",
      " [ 0.69554794]\n",
      " [ 2.7457128 ]\n",
      " [-2.38231691]\n",
      " [-2.68817309]\n",
      " [-0.10661495]\n",
      " [-3.65259217]\n",
      " [ 3.58393111]\n",
      " [ 4.83821226]\n",
      " [ 0.01252962]\n",
      " [-2.9525508 ]\n",
      " [-3.428786  ]\n",
      " [-0.08059692]\n",
      " [ 0.933729  ]\n",
      " [-0.061545  ]\n",
      " [-1.21973075]\n",
      " [-1.05035676]\n",
      " [ 2.05217819]\n",
      " [-1.60310012]\n",
      " [ 1.73183876]\n",
      " [ 1.50959424]\n",
      " [ 0.20118436]\n",
      " [ 3.52058463]\n",
      " [ 1.23946711]\n",
      " [ 3.98510975]\n",
      " [-4.1602812 ]\n",
      " [-3.37229877]\n",
      " [-1.96410445]\n",
      " [-1.92581784]\n",
      " [ 3.9668414 ]\n",
      " [ 4.16769997]\n",
      " [-0.0807922 ]\n",
      " [-0.0793261 ]\n",
      " [-2.94015608]\n",
      " [-2.92302699]\n",
      " [ 0.54808663]\n",
      " [-0.36299744]\n",
      " [-0.95566849]\n",
      " [ 1.72434502]\n",
      " [ 1.53663976]\n",
      " [-2.07998064]\n",
      " [ 7.43347135]\n",
      " [ 2.00881464]\n",
      " [ 1.35902953]\n",
      " [-0.91497928]\n",
      " [-0.72847341]\n",
      " [-3.8832634 ]\n",
      " [ 2.83166362]\n",
      " [-0.22613704]\n",
      " [-3.5010841 ]\n",
      " [ 1.56592586]\n",
      " [ 1.43269905]\n",
      " [-5.18487415]\n",
      " [ 2.97197037]\n",
      " [ 1.45110756]\n",
      " [ 1.63600114]\n",
      " [-5.13708765]\n",
      " [ 0.76708955]\n",
      " [-5.08077603]\n",
      " [ 2.5062835 ]\n",
      " [-0.86657236]\n",
      " [ 1.05245379]\n",
      " [ 4.69505993]\n",
      " [-6.09426741]] 1.9010887377697745\n",
      "[[ 0.61530165]\n",
      " [-2.78857897]\n",
      " [ 3.45344857]\n",
      " [-9.0677155 ]\n",
      " [-0.0813857 ]\n",
      " [ 3.2285243 ]\n",
      " [ 2.12368858]\n",
      " [ 0.69652175]\n",
      " [ 2.7468584 ]\n",
      " [-2.38087172]\n",
      " [-2.68996685]\n",
      " [-0.10739775]\n",
      " [-3.65217747]\n",
      " [ 3.58349222]\n",
      " [ 4.84066023]\n",
      " [ 0.01041662]\n",
      " [-2.95464158]\n",
      " [-3.42830693]\n",
      " [-0.08294409]\n",
      " [ 0.9339426 ]\n",
      " [-0.06037416]\n",
      " [-1.21889639]\n",
      " [-1.05347795]\n",
      " [ 2.05133759]\n",
      " [-1.60333438]\n",
      " [ 1.73264941]\n",
      " [ 1.50983255]\n",
      " [ 0.20063774]\n",
      " [ 3.52042394]\n",
      " [ 1.23814275]\n",
      " [ 3.98608778]\n",
      " [-4.16122161]\n",
      " [-3.37445666]\n",
      " [-1.96336039]\n",
      " [-1.92745838]\n",
      " [ 3.96932299]\n",
      " [ 4.16855678]\n",
      " [-0.08153156]\n",
      " [-0.07950517]\n",
      " [-2.93980776]\n",
      " [-2.92390824]\n",
      " [ 0.55079992]\n",
      " [-0.36332491]\n",
      " [-0.95369613]\n",
      " [ 1.72474728]\n",
      " [ 1.53604173]\n",
      " [-2.08094672]\n",
      " [ 7.43444359]\n",
      " [ 2.00685718]\n",
      " [ 1.35872922]\n",
      " [-0.91461151]\n",
      " [-0.73012865]\n",
      " [-3.88427316]\n",
      " [ 2.83138989]\n",
      " [-0.22681457]\n",
      " [-3.50123081]\n",
      " [ 1.56694148]\n",
      " [ 1.43315988]\n",
      " [-5.18455144]\n",
      " [ 2.97216176]\n",
      " [ 1.45053946]\n",
      " [ 1.63668533]\n",
      " [-5.14002518]\n",
      " [ 0.76694287]\n",
      " [-5.08186314]\n",
      " [ 2.50762858]\n",
      " [-0.86676707]\n",
      " [ 1.0528567 ]\n",
      " [ 4.69542233]\n",
      " [-6.09689101]] 1.9007791207332052\n",
      "[[ 6.17499817e-01]\n",
      " [-2.78873622e+00]\n",
      " [ 3.45306669e+00]\n",
      " [-9.06731537e+00]\n",
      " [-8.12792887e-02]\n",
      " [ 3.23288898e+00]\n",
      " [ 2.12583580e+00]\n",
      " [ 6.97488377e-01]\n",
      " [ 2.74800268e+00]\n",
      " [-2.37943259e+00]\n",
      " [-2.69175730e+00]\n",
      " [-1.08173832e-01]\n",
      " [-3.65176347e+00]\n",
      " [ 3.58305067e+00]\n",
      " [ 4.84309375e+00]\n",
      " [ 8.31410154e-03]\n",
      " [-2.95672286e+00]\n",
      " [-3.42782120e+00]\n",
      " [-8.52772555e-02]\n",
      " [ 9.34151079e-01]\n",
      " [-5.92054501e-02]\n",
      " [-1.21806463e+00]\n",
      " [-1.05658609e+00]\n",
      " [ 2.05050216e+00]\n",
      " [-1.60356994e+00]\n",
      " [ 1.73345713e+00]\n",
      " [ 1.51006735e+00]\n",
      " [ 2.00098131e-01]\n",
      " [ 3.52025539e+00]\n",
      " [ 1.23682168e+00]\n",
      " [ 3.98705666e+00]\n",
      " [-4.16215320e+00]\n",
      " [-3.37660537e+00]\n",
      " [-1.96261842e+00]\n",
      " [-1.92909146e+00]\n",
      " [ 3.97178630e+00]\n",
      " [ 4.16940346e+00]\n",
      " [-8.22656998e-02]\n",
      " [-7.96816572e-02]\n",
      " [-2.93945773e+00]\n",
      " [-2.92477915e+00]\n",
      " [ 5.53506354e-01]\n",
      " [-3.63653078e-01]\n",
      " [-9.51733077e-01]\n",
      " [ 1.72514679e+00]\n",
      " [ 1.53544522e+00]\n",
      " [-2.08190564e+00]\n",
      " [ 7.43540233e+00]\n",
      " [ 2.00490980e+00]\n",
      " [ 1.35842788e+00]\n",
      " [-9.14243920e-01]\n",
      " [-7.31775525e-01]\n",
      " [-3.88527466e+00]\n",
      " [ 2.83111009e+00]\n",
      " [-2.27483103e-01]\n",
      " [-3.50137466e+00]\n",
      " [ 1.56793966e+00]\n",
      " [ 1.43362105e+00]\n",
      " [-5.18422309e+00]\n",
      " [ 2.97234662e+00]\n",
      " [ 1.44997673e+00]\n",
      " [ 1.63736693e+00]\n",
      " [-5.14294015e+00]\n",
      " [ 7.66802222e-01]\n",
      " [-5.08294237e+00]\n",
      " [ 2.50896871e+00]\n",
      " [-8.66958530e-01]\n",
      " [ 1.05325383e+00]\n",
      " [ 4.69579052e+00]\n",
      " [-6.09949551e+00]] 1.9004718162756642\n",
      "[[ 6.19683727e-01]\n",
      " [-2.78889884e+00]\n",
      " [ 3.45268865e+00]\n",
      " [-9.06691744e+00]\n",
      " [-8.11704464e-02]\n",
      " [ 3.23723409e+00]\n",
      " [ 2.12796478e+00]\n",
      " [ 6.98447880e-01]\n",
      " [ 2.74914562e+00]\n",
      " [-2.37799951e+00]\n",
      " [-2.69354444e+00]\n",
      " [-1.08943246e-01]\n",
      " [-3.65135019e+00]\n",
      " [ 3.58260654e+00]\n",
      " [ 4.84551295e+00]\n",
      " [ 6.22199342e-03]\n",
      " [-2.95879469e+00]\n",
      " [-3.42732888e+00]\n",
      " [-8.75964886e-02]\n",
      " [ 9.34354494e-01]\n",
      " [-5.80388655e-02]\n",
      " [-1.21723549e+00]\n",
      " [-1.05968123e+00]\n",
      " [ 2.04967186e+00]\n",
      " [-1.60380679e+00]\n",
      " [ 1.73426192e+00]\n",
      " [ 1.51029867e+00]\n",
      " [ 1.99565476e-01]\n",
      " [ 3.52007911e+00]\n",
      " [ 1.23550390e+00]\n",
      " [ 3.98801651e+00]\n",
      " [-4.16307609e+00]\n",
      " [-3.37874498e+00]\n",
      " [-1.96187861e+00]\n",
      " [-1.93071714e+00]\n",
      " [ 3.97423151e+00]\n",
      " [ 4.17024015e+00]\n",
      " [-8.29946743e-02]\n",
      " [-7.98555821e-02]\n",
      " [-2.93910605e+00]\n",
      " [-2.92563982e+00]\n",
      " [ 5.56205913e-01]\n",
      " [-3.63981917e-01]\n",
      " [-9.49779266e-01]\n",
      " [ 1.72554357e+00]\n",
      " [ 1.53485023e+00]\n",
      " [-2.08285742e+00]\n",
      " [ 7.43634773e+00]\n",
      " [ 2.00297243e+00]\n",
      " [ 1.35812552e+00]\n",
      " [-9.13876515e-01]\n",
      " [-7.33414091e-01]\n",
      " [-3.88626798e+00]\n",
      " [ 2.83082428e+00]\n",
      " [-2.28142730e-01]\n",
      " [-3.50151566e+00]\n",
      " [ 1.56892063e+00]\n",
      " [ 1.43408254e+00]\n",
      " [-5.18388924e+00]\n",
      " [ 2.97252504e+00]\n",
      " [ 1.44941934e+00]\n",
      " [ 1.63804595e+00]\n",
      " [-5.14583277e+00]\n",
      " [ 7.66667541e-01]\n",
      " [-5.08401381e+00]\n",
      " [ 2.51030386e+00]\n",
      " [-8.67146749e-01]\n",
      " [ 1.05364525e+00]\n",
      " [ 4.69616438e+00]\n",
      " [-6.10208110e+00]] 1.9001667923056658\n",
      "[[ 6.21853469e-01]\n",
      " [-2.78906678e+00]\n",
      " [ 3.45231444e+00]\n",
      " [-9.06652174e+00]\n",
      " [-8.10592017e-02]\n",
      " [ 3.24155975e+00]\n",
      " [ 2.13007570e+00]\n",
      " [ 6.99400331e-01]\n",
      " [ 2.75028721e+00]\n",
      " [-2.37657244e+00]\n",
      " [-2.69532826e+00]\n",
      " [-1.09706048e-01]\n",
      " [-3.65093765e+00]\n",
      " [ 3.58215988e+00]\n",
      " [ 4.84791797e+00]\n",
      " [ 4.14022271e-03]\n",
      " [-2.96085713e+00]\n",
      " [-3.42683005e+00]\n",
      " [-8.99018735e-02]\n",
      " [ 9.34552898e-01]\n",
      " [-5.68743997e-02]\n",
      " [-1.21640898e+00]\n",
      " [-1.06276343e+00]\n",
      " [ 2.04884666e+00]\n",
      " [-1.60404491e+00]\n",
      " [ 1.73506380e+00]\n",
      " [ 1.51052658e+00]\n",
      " [ 1.99039706e-01]\n",
      " [ 3.51989524e+00]\n",
      " [ 1.23418943e+00]\n",
      " [ 3.98896746e+00]\n",
      " [-4.16399041e+00]\n",
      " [-3.38087554e+00]\n",
      " [-1.96114104e+00]\n",
      " [-1.93233548e+00]\n",
      " [ 3.97665880e+00]\n",
      " [ 4.17106697e+00]\n",
      " [-8.37185391e-02]\n",
      " [-8.00269541e-02]\n",
      " [-2.93875275e+00]\n",
      " [-2.92649035e+00]\n",
      " [ 5.58898585e-01]\n",
      " [-3.64311410e-01]\n",
      " [-9.47834638e-01]\n",
      " [ 1.72593766e+00]\n",
      " [ 1.53425676e+00]\n",
      " [-2.08380208e+00]\n",
      " [ 7.43727993e+00]\n",
      " [ 2.00104501e+00]\n",
      " [ 1.35782215e+00]\n",
      " [-9.13509288e-01]\n",
      " [-7.35044418e-01]\n",
      " [-3.88725321e+00]\n",
      " [ 2.83053256e+00]\n",
      " [-2.28793525e-01]\n",
      " [-3.50165384e+00]\n",
      " [ 1.56988455e+00]\n",
      " [ 1.43454432e+00]\n",
      " [-5.18355003e+00]\n",
      " [ 2.97269707e+00]\n",
      " [ 1.44886727e+00]\n",
      " [ 1.63872241e+00]\n",
      " [-5.14870324e+00]\n",
      " [ 7.66538754e-01]\n",
      " [-5.08507754e+00]\n",
      " [ 2.51163402e+00]\n",
      " [-8.67331751e-01]\n",
      " [ 1.05403099e+00]\n",
      " [ 4.69654382e+00]\n",
      " [-6.10464795e+00]] 1.8998640173275396\n",
      "[[ 6.24009131e-01]\n",
      " [-2.78923999e+00]\n",
      " [ 3.45194405e+00]\n",
      " [-9.06612827e+00]\n",
      " [-8.09455820e-02]\n",
      " [ 3.24586608e+00]\n",
      " [ 2.13216875e+00]\n",
      " [ 7.00345795e-01]\n",
      " [ 2.75142743e+00]\n",
      " [-2.37515139e+00]\n",
      " [-2.69710876e+00]\n",
      " [-1.10462292e-01]\n",
      " [-3.65052587e+00]\n",
      " [ 3.58171078e+00]\n",
      " [ 4.85030891e+00]\n",
      " [ 2.06871745e-03]\n",
      " [-2.96291024e+00]\n",
      " [-3.42632478e+00]\n",
      " [-9.21934901e-02]\n",
      " [ 9.34746346e-01]\n",
      " [-5.57120460e-02]\n",
      " [-1.21558510e+00]\n",
      " [-1.06583277e+00]\n",
      " [ 2.04802652e+00]\n",
      " [-1.60428429e+00]\n",
      " [ 1.73586279e+00]\n",
      " [ 1.51075113e+00]\n",
      " [ 1.98520752e-01]\n",
      " [ 3.51970390e+00]\n",
      " [ 1.23287825e+00]\n",
      " [ 3.98990963e+00]\n",
      " [-4.16489627e+00]\n",
      " [-3.38299713e+00]\n",
      " [-1.96040577e+00]\n",
      " [-1.93394651e+00]\n",
      " [ 3.97906836e+00]\n",
      " [ 4.17188406e+00]\n",
      " [-8.44373479e-02]\n",
      " [-8.01957855e-02]\n",
      " [-2.93839790e+00]\n",
      " [-2.92733086e+00]\n",
      " [ 5.61584362e-01]\n",
      " [-3.64641537e-01]\n",
      " [-9.45899135e-01]\n",
      " [ 1.72632908e+00]\n",
      " [ 1.53366481e+00]\n",
      " [-2.08473965e+00]\n",
      " [ 7.43819909e+00]\n",
      " [ 1.99912748e+00]\n",
      " [ 1.35751779e+00]\n",
      " [-9.13142234e-01]\n",
      " [-7.36666569e-01]\n",
      " [-3.88823041e+00]\n",
      " [ 2.83023500e+00]\n",
      " [-2.29435566e-01]\n",
      " [-3.50178924e+00]\n",
      " [ 1.57083163e+00]\n",
      " [ 1.43500636e+00]\n",
      " [-5.18320560e+00]\n",
      " [ 2.97286278e+00]\n",
      " [ 1.44832047e+00]\n",
      " [ 1.63939632e+00]\n",
      " [-5.15155177e+00]\n",
      " [ 7.66415791e-01]\n",
      " [-5.08613362e+00]\n",
      " [ 2.51295918e+00]\n",
      " [-8.67513560e-01]\n",
      " [ 1.05441112e+00]\n",
      " [ 4.69692876e+00]\n",
      " [-6.10719624e+00]] 1.8995634604289822\n",
      "[[ 6.26150802e-01]\n",
      " [-2.78941842e+00]\n",
      " [ 3.45157746e+00]\n",
      " [-9.06573704e+00]\n",
      " [-8.08296142e-02]\n",
      " [ 3.25015320e+00]\n",
      " [ 2.13424412e+00]\n",
      " [ 7.01284339e-01]\n",
      " [ 2.75256629e+00]\n",
      " [-2.37373634e+00]\n",
      " [-2.69888592e+00]\n",
      " [-1.11212032e-01]\n",
      " [-3.65011488e+00]\n",
      " [ 3.58125929e+00]\n",
      " [ 4.85268591e+00]\n",
      " [ 7.40621972e-06]\n",
      " [-2.96495409e+00]\n",
      " [-3.42581317e+00]\n",
      " [-9.44714181e-02]\n",
      " [ 9.34934892e-01]\n",
      " [-5.45517978e-02]\n",
      " [-1.21476387e+00]\n",
      " [-1.06888929e+00]\n",
      " [ 2.04721140e+00]\n",
      " [-1.60452491e+00]\n",
      " [ 1.73665890e+00]\n",
      " [ 1.51097237e+00]\n",
      " [ 1.98008548e-01]\n",
      " [ 3.51950521e+00]\n",
      " [ 1.23157038e+00]\n",
      " [ 3.99084315e+00]\n",
      " [-4.16579380e+00]\n",
      " [-3.38510981e+00]\n",
      " [-1.95967286e+00]\n",
      " [-1.93555028e+00]\n",
      " [ 3.98146035e+00]\n",
      " [ 4.17269155e+00]\n",
      " [-8.51511540e-02]\n",
      " [-8.03620887e-02]\n",
      " [-2.93804153e+00]\n",
      " [-2.92816144e+00]\n",
      " [ 5.64263232e-01]\n",
      " [-3.64972280e-01]\n",
      " [-9.43972698e-01]\n",
      " [ 1.72671788e+00]\n",
      " [ 1.53307438e+00]\n",
      " [-2.08567017e+00]\n",
      " [ 7.43910535e+00]\n",
      " [ 1.99721977e+00]\n",
      " [ 1.35721243e+00]\n",
      " [-9.12775350e-01]\n",
      " [-7.38280610e-01]\n",
      " [-3.88919969e+00]\n",
      " [ 2.82993170e+00]\n",
      " [-2.30068932e-01]\n",
      " [-3.50192187e+00]\n",
      " [ 1.57176206e+00]\n",
      " [ 1.43546865e+00]\n",
      " [-5.18285607e+00]\n",
      " [ 2.97302224e+00]\n",
      " [ 1.44777891e+00]\n",
      " [ 1.64006769e+00]\n",
      " [-5.15437858e+00]\n",
      " [ 7.66298584e-01]\n",
      " [-5.08718214e+00]\n",
      " [ 2.51427932e+00]\n",
      " [-8.67692197e-01]\n",
      " [ 1.05478568e+00]\n",
      " [ 4.69731909e+00]\n",
      " [-6.10972613e+00]] 1.8992650912688953\n",
      "[[ 6.28278569e-01]\n",
      " [-2.78960202e+00]\n",
      " [ 3.45121466e+00]\n",
      " [-9.06534806e+00]\n",
      " [-8.07113250e-02]\n",
      " [ 3.25442124e+00]\n",
      " [ 2.13630200e+00]\n",
      " [ 7.02216028e-01]\n",
      " [ 2.75370375e+00]\n",
      " [-2.37232727e+00]\n",
      " [-2.70065975e+00]\n",
      " [-1.11955322e-01]\n",
      " [-3.64970468e+00]\n",
      " [ 3.58080548e+00]\n",
      " [ 4.85504907e+00]\n",
      " [-2.04378186e-03]\n",
      " [-2.96698872e+00]\n",
      " [-3.42529526e+00]\n",
      " [-9.67357370e-02]\n",
      " [ 9.35118589e-01]\n",
      " [-5.33936487e-02]\n",
      " [-1.21394528e+00]\n",
      " [-1.07193306e+00]\n",
      " [ 2.04640126e+00]\n",
      " [-1.60476676e+00]\n",
      " [ 1.73745214e+00]\n",
      " [ 1.51119037e+00]\n",
      " [ 1.97503027e-01]\n",
      " [ 3.51929930e+00]\n",
      " [ 1.23026580e+00]\n",
      " [ 3.99176813e+00]\n",
      " [-4.16668310e+00]\n",
      " [-3.38721363e+00]\n",
      " [-1.95894237e+00]\n",
      " [-1.93714686e+00]\n",
      " [ 3.98383496e+00]\n",
      " [ 4.17348957e+00]\n",
      " [-8.58600101e-02]\n",
      " [-8.05258759e-02]\n",
      " [-2.93768371e+00]\n",
      " [-2.92898220e+00]\n",
      " [ 5.66935185e-01]\n",
      " [-3.65303618e-01]\n",
      " [-9.42055269e-01]\n",
      " [ 1.72710409e+00]\n",
      " [ 1.53248548e+00]\n",
      " [-2.08659365e+00]\n",
      " [ 7.43999885e+00]\n",
      " [ 1.99532183e+00]\n",
      " [ 1.35690610e+00]\n",
      " [-9.12408631e-01]\n",
      " [-7.39886603e-01]\n",
      " [-3.89016110e+00]\n",
      " [ 2.82962273e+00]\n",
      " [-2.30693700e-01]\n",
      " [-3.50205177e+00]\n",
      " [ 1.57267602e+00]\n",
      " [ 1.43593116e+00]\n",
      " [-5.18250159e+00]\n",
      " [ 2.97317550e+00]\n",
      " [ 1.44724256e+00]\n",
      " [ 1.64073654e+00]\n",
      " [-5.15718387e+00]\n",
      " [ 7.66187063e-01]\n",
      " [-5.08822317e+00]\n",
      " [ 2.51559442e+00]\n",
      " [-8.67867685e-01]\n",
      " [ 1.05515473e+00]\n",
      " [ 4.69771473e+00]\n",
      " [-6.11223781e+00]] 1.898968880065495\n",
      "[[ 6.30392519e-01]\n",
      " [-2.78979075e+00]\n",
      " [ 3.45085563e+00]\n",
      " [-9.06496135e+00]\n",
      " [-8.05907407e-02]\n",
      " [ 3.25867030e+00]\n",
      " [ 2.13834257e+00]\n",
      " [ 7.03140926e-01]\n",
      " [ 2.75483982e+00]\n",
      " [-2.37092417e+00]\n",
      " [-2.70243023e+00]\n",
      " [-1.12692214e-01]\n",
      " [-3.64929531e+00]\n",
      " [ 3.58034942e+00]\n",
      " [ 4.85739853e+00]\n",
      " [-4.08491714e-03]\n",
      " [-2.96901419e+00]\n",
      " [-3.42477115e+00]\n",
      " [-9.89865256e-02]\n",
      " [ 9.35297489e-01]\n",
      " [-5.22375925e-02]\n",
      " [-1.21312935e+00]\n",
      " [-1.07496414e+00]\n",
      " [ 2.04559607e+00]\n",
      " [-1.60500983e+00]\n",
      " [ 1.73824253e+00]\n",
      " [ 1.51140516e+00]\n",
      " [ 1.97004125e-01]\n",
      " [ 3.51908629e+00]\n",
      " [ 1.22896454e+00]\n",
      " [ 3.99268469e+00]\n",
      " [-4.16756430e+00]\n",
      " [-3.38930867e+00]\n",
      " [-1.95821437e+00]\n",
      " [-1.93873627e+00]\n",
      " [ 3.98619236e+00]\n",
      " [ 4.17427825e+00]\n",
      " [-8.65639685e-02]\n",
      " [-8.06871588e-02]\n",
      " [-2.93732447e+00]\n",
      " [-2.92979325e+00]\n",
      " [ 5.69600214e-01]\n",
      " [-3.65635533e-01]\n",
      " [-9.40146790e-01]\n",
      " [ 1.72748772e+00]\n",
      " [ 1.53189810e+00]\n",
      " [-2.08751013e+00]\n",
      " [ 7.44087974e+00]\n",
      " [ 1.99343359e+00]\n",
      " [ 1.35659880e+00]\n",
      " [-9.12042074e-01]\n",
      " [-7.41484613e-01]\n",
      " [-3.89111475e+00]\n",
      " [ 2.82930818e+00]\n",
      " [-2.31309945e-01]\n",
      " [-3.50217897e+00]\n",
      " [ 1.57357370e+00]\n",
      " [ 1.43639387e+00]\n",
      " [-5.18214229e+00]\n",
      " [ 2.97332265e+00]\n",
      " [ 1.44671137e+00]\n",
      " [ 1.64140289e+00]\n",
      " [-5.15996784e+00]\n",
      " [ 7.66081162e-01]\n",
      " [-5.08925679e+00]\n",
      " [ 2.51690446e+00]\n",
      " [-8.68040045e-01]\n",
      " [ 1.05551831e+00]\n",
      " [ 4.69811558e+00]\n",
      " [-6.11473143e+00]] 1.89867479758469\n",
      "[[ 6.32492740e-01]\n",
      " [-2.78998455e+00]\n",
      " [ 3.45050036e+00]\n",
      " [-9.06457691e+00]\n",
      " [-8.04678873e-02]\n",
      " [ 3.26290050e+00]\n",
      " [ 2.14036601e+00]\n",
      " [ 7.04059097e-01]\n",
      " [ 2.75597448e+00]\n",
      " [-2.36952702e+00]\n",
      " [-2.70419737e+00]\n",
      " [-1.13422761e-01]\n",
      " [-3.64888677e+00]\n",
      " [ 3.57989117e+00]\n",
      " [ 4.85973440e+00]\n",
      " [-6.11606943e-03]\n",
      " [-2.97103056e+00]\n",
      " [-3.42424091e+00]\n",
      " [-1.01223863e-01]\n",
      " [ 9.35471646e-01]\n",
      " [-5.10836234e-02]\n",
      " [-1.21231607e+00]\n",
      " [-1.07798259e+00]\n",
      " [ 2.04479579e+00]\n",
      " [-1.60525410e+00]\n",
      " [ 1.73903009e+00]\n",
      " [ 1.51161680e+00]\n",
      " [ 1.96511776e-01]\n",
      " [ 3.51886631e+00]\n",
      " [ 1.22766657e+00]\n",
      " [ 3.99359295e+00]\n",
      " [-4.16843749e+00]\n",
      " [-3.39139498e+00]\n",
      " [-1.95748891e+00]\n",
      " [-1.94031857e+00]\n",
      " [ 3.98853272e+00]\n",
      " [ 4.17505769e+00]\n",
      " [-8.72630809e-02]\n",
      " [-8.08459493e-02]\n",
      " [-2.93696385e+00]\n",
      " [-2.93059468e+00]\n",
      " [ 5.72258308e-01]\n",
      " [-3.65968006e-01]\n",
      " [-9.38247202e-01]\n",
      " [ 1.72786882e+00]\n",
      " [ 1.53131225e+00]\n",
      " [-2.08841963e+00]\n",
      " [ 7.44174816e+00]\n",
      " [ 1.99155499e+00]\n",
      " [ 1.35629054e+00]\n",
      " [-9.11675674e-01]\n",
      " [-7.43074702e-01]\n",
      " [-3.89206069e+00]\n",
      " [ 2.82898812e+00]\n",
      " [-2.31917745e-01]\n",
      " [-3.50230348e+00]\n",
      " [ 1.57445528e+00]\n",
      " [ 1.43685677e+00]\n",
      " [-5.18177828e+00]\n",
      " [ 2.97346372e+00]\n",
      " [ 1.44618532e+00]\n",
      " [ 1.64206674e+00]\n",
      " [-5.16273069e+00]\n",
      " [ 7.65980812e-01]\n",
      " [-5.09028308e+00]\n",
      " [ 2.51820945e+00]\n",
      " [-8.68209301e-01]\n",
      " [ 1.05587648e+00]\n",
      " [ 4.69852154e+00]\n",
      " [-6.11720716e+00]] 1.8983925574756935\n",
      "[[ 6.34579318e-01]\n",
      " [-2.79018338e+00]\n",
      " [ 3.45014884e+00]\n",
      " [-9.06419474e+00]\n",
      " [-8.03427902e-02]\n",
      " [ 3.26711197e+00]\n",
      " [ 2.14237251e+00]\n",
      " [ 7.04970604e-01]\n",
      " [ 2.75710772e+00]\n",
      " [-2.36813580e+00]\n",
      " [-2.70596115e+00]\n",
      " [-1.14147017e-01]\n",
      " [-3.64847908e+00]\n",
      " [ 3.57943078e+00]\n",
      " [ 4.86205680e+00]\n",
      " [-8.13730802e-03]\n",
      " [-2.97303789e+00]\n",
      " [-3.42370460e+00]\n",
      " [-1.03447826e-01]\n",
      " [ 9.35641110e-01]\n",
      " [-4.99317354e-02]\n",
      " [-1.21150547e+00]\n",
      " [-1.08098848e+00]\n",
      " [ 2.04400039e+00]\n",
      " [-1.60549956e+00]\n",
      " [ 1.73981482e+00]\n",
      " [ 1.51182534e+00]\n",
      " [ 1.96025915e-01]\n",
      " [ 3.51863946e+00]\n",
      " [ 1.22637191e+00]\n",
      " [ 3.99449301e+00]\n",
      " [-4.16930280e+00]\n",
      " [-3.39347262e+00]\n",
      " [-1.95676604e+00]\n",
      " [-1.94189381e+00]\n",
      " [ 3.99085620e+00]\n",
      " [ 4.17582804e+00]\n",
      " [-8.79573986e-02]\n",
      " [-8.10022587e-02]\n",
      " [-2.93660192e+00]\n",
      " [-2.93138660e+00]\n",
      " [ 5.74909461e-01]\n",
      " [-3.66301018e-01]\n",
      " [-9.36356450e-01]\n",
      " [ 1.72824741e+00]\n",
      " [ 1.53072791e+00]\n",
      " [-2.08932218e+00]\n",
      " [ 7.44260424e+00]\n",
      " [ 1.98968597e+00]\n",
      " [ 1.35598133e+00]\n",
      " [-9.11309428e-01]\n",
      " [-7.44656931e-01]\n",
      " [-3.89299901e+00]\n",
      " [ 2.82866264e+00]\n",
      " [-2.32517175e-01]\n",
      " [-3.50242534e+00]\n",
      " [ 1.57532094e+00]\n",
      " [ 1.43731982e+00]\n",
      " [-5.18140970e+00]\n",
      " [ 2.97359879e+00]\n",
      " [ 1.44566437e+00]\n",
      " [ 1.64272811e+00]\n",
      " [-5.16547262e+00]\n",
      " [ 7.65885949e-01]\n",
      " [-5.09130210e+00]\n",
      " [ 2.51950935e+00]\n",
      " [-8.68375475e-01]\n",
      " [ 1.05622929e+00]\n",
      " [ 4.69893254e+00]\n",
      " [-6.11966518e+00]] 1.8981476781546778\n",
      "[[ 0.63665234]\n",
      " [-2.79038718]\n",
      " [ 3.44980105]\n",
      " [-9.06381485]\n",
      " [-0.08021547]\n",
      " [ 3.27130481]\n",
      " [ 2.14436224]\n",
      " [ 0.70587551]\n",
      " [ 2.75823952]\n",
      " [-2.36675051]\n",
      " [-2.70772157]\n",
      " [-0.11486503]\n",
      " [-3.64807226]\n",
      " [ 3.57896834]\n",
      " [ 4.86436583]\n",
      " [-0.0101487 ]\n",
      " [-2.97503623]\n",
      " [-3.4231623 ]\n",
      " [-0.10565849]\n",
      " [ 0.93580593]\n",
      " [-0.04878192]\n",
      " [-1.21069754]\n",
      " [-1.08398187]\n",
      " [ 2.04320982]\n",
      " [-1.60574619]\n",
      " [ 1.74059674]\n",
      " [ 1.51203084]\n",
      " [ 0.19554648]\n",
      " [ 3.51840587]\n",
      " [ 1.22508056]\n",
      " [ 3.995385  ]\n",
      " [-4.17016033]\n",
      " [-3.39554166]\n",
      " [-1.95604583]\n",
      " [-1.94346203]\n",
      " [ 3.99316297]\n",
      " [ 4.17658941]\n",
      " [-0.08864697]\n",
      " [-0.0811561 ]\n",
      " [-2.9362387 ]\n",
      " [-2.9321691 ]\n",
      " [ 0.57755366]\n",
      " [-0.36663455]\n",
      " [-0.93447447]\n",
      " [ 1.72862352]\n",
      " [ 1.5301451 ]\n",
      " [-2.0902178 ]\n",
      " [ 7.44344814]\n",
      " [ 1.98782648]\n",
      " [ 1.35567118]\n",
      " [-0.91094333]\n",
      " [-0.74623136]\n",
      " [-3.89392978]\n",
      " [ 2.82833181]\n",
      " [-0.23310831]\n",
      " [-3.50254457]\n",
      " [ 1.57617086]\n",
      " [ 1.43778301]\n",
      " [-5.18103668]\n",
      " [ 2.97372792]\n",
      " [ 1.44514848]\n",
      " [ 1.64338702]\n",
      " [-5.16819382]\n",
      " [ 0.76579651]\n",
      " [-5.09231392]\n",
      " [ 2.52080416]\n",
      " [-0.86853859]\n",
      " [ 1.05657679]\n",
      " [ 4.69934849]\n",
      " [-6.12210563]] 1.8979326362588078\n",
      "[[ 0.63871189]\n",
      " [-2.79059592]\n",
      " [ 3.44945697]\n",
      " [-9.06343724]\n",
      " [-0.08008597]\n",
      " [ 3.27547913]\n",
      " [ 2.14633537]\n",
      " [ 0.70677387]\n",
      " [ 2.75936987]\n",
      " [-2.36537112]\n",
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      " [-0.11557686]\n",
      " [-3.64766633]\n",
      " [ 3.57850388]\n",
      " [ 4.86666161]\n",
      " [-0.01215032]\n",
      " [-2.97702563]\n",
      " [-3.42261409]\n",
      " [-0.10785595]\n",
      " [ 0.93596617]\n",
      " [-0.04763418]\n",
      " [-1.20989228]\n",
      " [-1.08696281]\n",
      " [ 2.04242407]\n",
      " [-1.60599398]\n",
      " [ 1.74137588]\n",
      " [ 1.51223333]\n",
      " [ 0.19507341]\n",
      " [ 3.51816565]\n",
      " [ 1.22379252]\n",
      " [ 3.99626903]\n",
      " [-4.17101019]\n",
      " [-3.39760215]\n",
      " [-1.95532833]\n",
      " [-1.94502328]\n",
      " [ 3.9954532 ]\n",
      " [ 4.17734191]\n",
      " [-0.08933185]\n",
      " [-0.08130748]\n",
      " [-2.93587425]\n",
      " [-2.93294228]\n",
      " [ 0.58019091]\n",
      " [-0.36696859]\n",
      " [-0.93260122]\n",
      " [ 1.72899718]\n",
      " [ 1.5295638 ]\n",
      " [-2.09110653]\n",
      " [ 7.44427998]\n",
      " [ 1.98597644]\n",
      " [ 1.35536009]\n",
      " [-0.91057738]\n",
      " [-0.74779805]\n",
      " [-3.89485308]\n",
      " [ 2.82799571]\n",
      " [-0.23369122]\n",
      " [-3.50266119]\n",
      " [ 1.57700521]\n",
      " [ 1.43824632]\n",
      " [-5.18065932]\n",
      " [ 2.97385117]\n",
      " [ 1.44463763]\n",
      " [ 1.64404347]\n",
      " [-5.1708945 ]\n",
      " [ 0.76571242]\n",
      " [-5.09331862]\n",
      " [ 2.52209387]\n",
      " [-0.86869866]\n",
      " [ 1.05691902]\n",
      " [ 4.69976929]\n",
      " [-6.12452869]] 1.897719227296003\n",
      "[[ 0.64075805]\n",
      " [-2.79080954]\n",
      " [ 3.44911659]\n",
      " [-9.06306192]\n",
      " [-0.07995429]\n",
      " [ 3.27963506]\n",
      " [ 2.14829209]\n",
      " [ 0.70766575]\n",
      " [ 2.76049877]\n",
      " [-2.36399762]\n",
      " [-2.7112323 ]\n",
      " [-0.11628255]\n",
      " [-3.64726131]\n",
      " [ 3.57803747]\n",
      " [ 4.86894426]\n",
      " [-0.01414223]\n",
      " [-2.97900616]\n",
      " [-3.42206002]\n",
      " [-0.11004026]\n",
      " [ 0.93612186]\n",
      " [-0.0464885 ]\n",
      " [-1.20908971]\n",
      " [-1.08993138]\n",
      " [ 2.04164308]\n",
      " [-1.60624292]\n",
      " [ 1.74215223]\n",
      " [ 1.51243288]\n",
      " [ 0.19460663]\n",
      " [ 3.51791891]\n",
      " [ 1.22250779]\n",
      " [ 3.9971452 ]\n",
      " [-4.17185249]\n",
      " [-3.39965415]\n",
      " [-1.95461358]\n",
      " [-1.94657761]\n",
      " [ 3.99772705]\n",
      " [ 4.17808567]\n",
      " [-0.09001209]\n",
      " [-0.08145641]\n",
      " [-2.9355086 ]\n",
      " [-2.93370623]\n",
      " [ 0.58282119]\n",
      " [-0.36730311]\n",
      " [-0.93073663]\n",
      " [ 1.72936842]\n",
      " [ 1.52898403]\n",
      " [-2.0919884 ]\n",
      " [ 7.4450999 ]\n",
      " [ 1.9841358 ]\n",
      " [ 1.35504808]\n",
      " [-0.91021157]\n",
      " [-0.74935707]\n",
      " [-3.89576898]\n",
      " [ 2.82765442]\n",
      " [-0.23426599]\n",
      " [-3.50277524]\n",
      " [ 1.57782417]\n",
      " [ 1.43870974]\n",
      " [-5.18027775]\n",
      " [ 2.9739686 ]\n",
      " [ 1.44413176]\n",
      " [ 1.64469748]\n",
      " [-5.17357483]\n",
      " [ 0.76563362]\n",
      " [-5.09431627]\n",
      " [ 2.52337847]\n",
      " [-0.86885572]\n",
      " [ 1.05725603]\n",
      " [ 4.70019486]\n",
      " [-6.12693451]] 1.8975074266590675\n",
      "[[ 0.64279092]\n",
      " [-2.791028  ]\n",
      " [ 3.4487799 ]\n",
      " [-9.06268889]\n",
      " [-0.07982047]\n",
      " [ 3.28377269]\n",
      " [ 2.15023256]\n",
      " [ 0.70855122]\n",
      " [ 2.76162619]\n",
      " [-2.36262998]\n",
      " [-2.71298261]\n",
      " [-0.11698215]\n",
      " [-3.64685719]\n",
      " [ 3.57756918]\n",
      " [ 4.87121388]\n",
      " [-0.01612449]\n",
      " [-2.98097787]\n",
      " [-3.42150018]\n",
      " [-0.1122115 ]\n",
      " [ 0.93627307]\n",
      " [-0.04534489]\n",
      " [-1.20828983]\n",
      " [-1.09288762]\n",
      " [ 2.04086684]\n",
      " [-1.60649299]\n",
      " [ 1.74292581]\n",
      " [ 1.51262951]\n",
      " [ 0.19414609]\n",
      " [ 3.51766576]\n",
      " [ 1.22122636]\n",
      " [ 3.99801362]\n",
      " [-4.17268732]\n",
      " [-3.40169773]\n",
      " [-1.95390164]\n",
      " [-1.94812507]\n",
      " [ 3.99998468]\n",
      " [ 4.1788208 ]\n",
      " [-0.09068773]\n",
      " [-0.08160291]\n",
      " [-2.9351418 ]\n",
      " [-2.93446106]\n",
      " [ 0.58544451]\n",
      " [-0.36763811]\n",
      " [-0.92888065]\n",
      " [ 1.72973726]\n",
      " [ 1.52840577]\n",
      " [-2.09286342]\n",
      " [ 7.44590802]\n",
      " [ 1.9823045 ]\n",
      " [ 1.35473515]\n",
      " [-0.9098459 ]\n",
      " [-0.75090847]\n",
      " [-3.89667756]\n",
      " [ 2.82730802]\n",
      " [-0.23483269]\n",
      " [-3.50288674]\n",
      " [ 1.57862792]\n",
      " [ 1.43917323]\n",
      " [-5.17989209]\n",
      " [ 2.97408027]\n",
      " [ 1.44363086]\n",
      " [ 1.64534907]\n",
      " [-5.17623501]\n",
      " [ 0.76556005]\n",
      " [-5.09530694]\n",
      " [ 2.52465793]\n",
      " [-0.86900979]\n",
      " [ 1.05758788]\n",
      " [ 4.70062511]\n",
      " [-6.12932324]] 1.897297210216226\n"
     ]
    }
   ],
   "source": [
    "loss, loss_list, params, grads = lasso_train(x_train, y_train)\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [
    {
     "data": {
      "text/plain": "{'w': array([[-0.06533343],\n        [-0.09711148],\n        [ 0.40904023],\n        [ 0.29540867],\n        [ 0.15142382],\n        [ 0.67650901],\n        [-0.12727426],\n        [ 0.670886  ],\n        [-0.2422133 ],\n        [-0.03495262],\n        [-0.01051518],\n        [ 0.66317368],\n        [ 0.07469468],\n        [ 0.59192796],\n        [ 0.06824875],\n        [-0.25345887],\n        [ 0.06048393],\n        [ 0.3650315 ],\n        [-0.05653904],\n        [ 0.61332229],\n        [ 0.0846015 ],\n        [-0.01316825],\n        [-0.07947013],\n        [ 0.42533886],\n        [-0.03552525],\n        [-0.02579395],\n        [-0.05994636],\n        [-0.07874277],\n        [-0.05441446],\n        [ 0.41038653],\n        [ 0.10893659],\n        [ 0.14453439],\n        [ 0.15655305],\n        [ 0.14538996],\n        [-0.11337015],\n        [-0.05347586],\n        [ 0.06750531],\n        [-0.06387092],\n        [-0.00119537],\n        [-0.11525044],\n        [-0.06378526],\n        [ 0.07227487],\n        [ 0.09175475],\n        [ 0.0181515 ],\n        [-0.06592053],\n        [ 0.08230165],\n        [ 0.06864123],\n        [-0.12706432],\n        [ 0.05111979],\n        [ 0.22263899],\n        [-0.00471321],\n        [-0.15065686],\n        [ 0.15974956],\n        [ 0.03246759],\n        [ 0.00088001],\n        [-0.02931048],\n        [ 0.25858267],\n        [-0.05036644],\n        [-0.30576608],\n        [-0.30524373],\n        [ 0.27917664],\n        [ 0.07530175],\n        [ 0.12287188],\n        [ 0.12362587],\n        [ 0.15404085],\n        [-0.14275063],\n        [ 0.05976779],\n        [-0.08429728],\n        [-0.12882684],\n        [ 0.39998724],\n        [ 0.26917016],\n        [-0.08123419],\n        [ 0.13781993],\n        [ 0.36170004],\n        [ 0.1466296 ],\n        [ 0.24159735],\n        [-0.01959517],\n        [-0.20969012],\n        [ 0.18217896],\n        [ 0.07555343],\n        [ 0.08152652],\n        [ 0.30378361],\n        [-0.16273411],\n        [ 0.00378977],\n        [ 0.02651666],\n        [-0.14020385],\n        [-0.20121393],\n        [-0.04309444],\n        [ 0.24775455],\n        [-0.30103305],\n        [-0.16227082],\n        [-0.09092303],\n        [ 0.32038918],\n        [ 0.16472314],\n        [ 0.12118934],\n        [ 0.05823459],\n        [-0.1210089 ],\n        [ 0.17180363],\n        [ 0.11364133],\n        [-0.24491956],\n        [ 0.17881145]]),\n 'b': -0.0653334298508997}"
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "params\n",
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sklearn Lasso intercept: [-0.23824815]\n",
      "\n",
      "sklearn Lasso coefficients:\n",
      " [ 0.         -0.          0.59804516  0.64230683  0.          1.0070841\n",
      " -0.          0.81815409 -0.22756851  0.          0.          0.793601\n",
      "  0.          0.74108335 -0.         -0.1250168  -0.          0.79407074\n",
      "  0.          0.81867433  0.          0.         -0.          0.56664364\n",
      " -0.         -0.         -0.         -0.         -0.          0.49526526\n",
      "  0.          0.          0.          0.         -0.         -0.\n",
      " -0.         -0.         -0.         -0.          0.         -0.\n",
      "  0.         -0.         -0.0078254   0.          0.         -0.\n",
      " -0.          0.01986066  0.         -0.          0.         -0.\n",
      "  0.         -0.06797763  0.24581414  0.         -0.04180909 -0.\n",
      "  0.10542471  0.03156005  0.          0.          0.         -0.\n",
      " -0.          0.         -0.          0.12548825  0.2340209  -0.\n",
      "  0.          0.16875552  0.          0.01596168  0.         -0.\n",
      "  0.          0.         -0.          0.20050804 -0.         -0.\n",
      "  0.         -0.04148499 -0.10729826 -0.          0.02385741 -0.10792259\n",
      " -0.         -0.          0.12314032  0.          0.         -0.05876521\n",
      " -0.          0.09361648 -0.         -0.17806356  0.06636851]\n",
      "\n",
      "sklearn Lasso number of iterations : 24\n"
     ]
    }
   ],
   "source": [
    "# lasso在sklearn中的实现\n",
    "from sklearn import linear_model\n",
    "sk_lasso = linear_model.Lasso(alpha=0.1)\n",
    "sk_lasso.fit(x_train, y_train)\n",
    "print('sklearn Lasso intercept:', sk_lasso.intercept_)\n",
    "print('\\nsklearn Lasso coefficients:\\n', sk_lasso.coef_)\n",
    "print(\"\\nsklearn Lasso number of iterations :\", sk_lasso.n_iter_)\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
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  "language_info": {
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    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
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   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
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